analysis-siena.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Warning message:\n",
      "“no DISPLAY variable so Tk is not available”Installing package into ‘/srv/rlibs’\n",
      "(as ‘lib’ is unspecified)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "  treatment group_id round player_id earned_wealth       mturk_id endowment\n",
      "1     Endow        6     1         1            55 A1295RHU5X5GTX         4\n",
      "2     Endow        6     1         2            25 A2LVCS009DMEAT         6\n",
      "3     Endow        6     1         3            60 A1IIF95II8FISQ         2\n",
      "4     Endow        6     1         4            35 A3W2YF5RJ6R01N         4\n",
      "5     Endow        6     1         5            15 A3K7K7IANZADVD         6\n",
      "6     Endow        6     1         6            15 A2WQTNO91C05GC         2\n",
      "  final_wealth wealth\n",
      "1           55      0\n",
      "2           25      0\n",
      "3           60      0\n",
      "4           35      0\n",
      "5           15      0\n",
      "6           15      0\n",
      "[1] \"Endow-6\"\n",
      "  effectName          include fix   test  initialValue parm\n",
      "1 transitive triplets TRUE    FALSE FALSE          0   0   \n",
      "  effectName    include fix   test  initialValue parm\n",
      "1 endowment ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName      include fix  test  initialValue parm\n",
      "1 endowment alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    185    \n",
      "  effect2\n",
      "1 30     \n",
      "  effectName include fix   test  initialValue parm\n",
      "1 wealth ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName   include fix  test  initialValue parm\n",
      "1 wealth alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    336    \n",
      "  effect2\n",
      "1 30     \n",
      "siena07 will create an output file Endow_6.txt .\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "No X11 device available, forcing use of batch mode\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Start phase 0 \n",
      "theta: -1.14  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00 \n",
      "\n",
      "Start phase 1 \n",
      "Phase 1 Iteration 1 Progress: 0%\n",
      "Phase 1 Iteration 2 Progress: 0%\n",
      "Phase 1 Iteration 3 Progress: 0%\n",
      "Phase 1 Iteration 4 Progress: 0%\n",
      "Phase 1 Iteration 5 Progress: 0%\n",
      "Phase 1 Iteration 10 Progress: 0%\n",
      "Phase 1 Iteration 15 Progress: 0%\n",
      "Phase 1 Iteration 20 Progress: 1%\n",
      "Phase 1 Iteration 25 Progress: 1%\n",
      "Phase 1 Iteration 30 Progress: 1%\n",
      "Phase 1 Iteration 35 Progress: 1%\n",
      "Phase 1 Iteration 40 Progress: 1%\n",
      "Phase 1 Iteration 45 Progress: 1%\n",
      "Phase 1 Iteration 50 Progress: 2%\n",
      "theta: -1.17506  0.05768  0.02111  0.00000  0.00949  0.00000 -0.02949  0.00000  0.00000 \n",
      "\n",
      "Start phase 2.1\n",
      "Phase 2 Subphase 1 Iteration 1 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 2 Progress: 15%\n",
      "theta -1.20860  0.12768  0.00913  0.00000  0.02259  0.00000 -0.08002  0.00000  0.00000 \n",
      "ac 1.110 1.233 4.284 0.892 0.551 0.386 1.172 1.362 0.515 \n",
      "Phase 2 Subphase 1 Iteration 3 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 4 Progress: 15%\n",
      "theta -1.3280  0.3248  0.0469  0.0000  0.0609  0.0000 -0.2105  0.0000  0.0000 \n",
      "ac 1.308 1.151 1.700 0.877 0.588 0.494 1.202 1.659 0.149 \n",
      "Phase 2 Subphase 1 Iteration 5 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 6 Progress: 15%\n",
      "theta -1.4214  0.4877  0.0807  0.0000  0.0896  0.0000 -0.3095  0.0000  0.0000 \n",
      "ac 1.3304 1.0989 1.3760 0.8939 0.5988 0.7052 1.2211 1.2178 0.0962 \n",
      "Phase 2 Subphase 1 Iteration 7 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 8 Progress: 15%\n",
      "theta -1.477  0.560  0.101  0.000  0.105  0.000 -0.368  0.000  0.000 \n",
      "ac 1.297 0.643 1.334 0.740 0.446 0.585 1.214 0.685 0.709 \n",
      "Phase 2 Subphase 1 Iteration 9 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 10 Progress: 15%\n",
      "theta -1.523  0.561  0.128  0.000  0.118  0.000 -0.414  0.000  0.000 \n",
      "ac 1.293 0.678 1.080 0.792 0.477 0.626 1.064 0.669 0.882 \n",
      "theta -1.510  0.565  0.104  0.000  0.110  0.000 -0.392  0.000  0.000 \n",
      "ac  0.4102 -0.1431 -0.0174  0.9143 -0.0614  0.7747  0.5340  0.5827  0.7724 \n",
      "theta: -1.510  0.565  0.104  0.000  0.110  0.000 -0.392  0.000  0.000 \n",
      "\n",
      "Start phase 2.2\n",
      "Phase 2 Subphase 2 Iteration 1 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 2 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 3 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 4 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 5 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 6 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 7 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 8 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 9 Progress: 23%\n",
      "Phase 2 Subphase 2 Iteration 10 Progress: 23%\n",
      "theta -1.509  0.563  0.102  0.000  0.109  0.000 -0.392  0.000  0.000 \n",
      "ac  0.0336 -0.1346  0.2559  0.9147 -0.0715  0.8129  0.0616  0.6588  0.8772 \n",
      "theta: -1.509  0.563  0.102  0.000  0.109  0.000 -0.392  0.000  0.000 \n",
      "\n",
      "Start phase 2.3\n",
      "Phase 2 Subphase 3 Iteration 1 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 2 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 3 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 4 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 5 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 6 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 7 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 8 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 9 Progress: 32%\n",
      "Phase 2 Subphase 3 Iteration 10 Progress: 32%\n",
      "theta -1.510  0.567  0.102  0.000  0.108  0.000 -0.395  0.000  0.000 \n",
      "ac -0.02398  0.03745 -0.00547  0.93665 -0.00770  0.81946  0.02511  0.55656  0.87710 \n",
      "theta: -1.510  0.567  0.102  0.000  0.108  0.000 -0.395  0.000  0.000 \n",
      "\n",
      "Start phase 2.4\n",
      "Phase 2 Subphase 4 Iteration 1 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 2 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 3 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 4 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 5 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 6 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 7 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 8 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 9 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 10 Progress: 45%\n",
      "theta -1.510  0.569  0.106  0.000  0.108  0.000 -0.392  0.000  0.000 \n",
      "ac -0.0626 -0.0233  0.0138  0.9046 -0.0224  0.8210  0.0552  0.6182  0.8403 \n",
      "theta: -1.510  0.569  0.106  0.000  0.108  0.000 -0.392  0.000  0.000 \n",
      "\n",
      "Start phase 3 \n",
      "Phase 3 Iteration 500 Progress 85%\n",
      "Phase 3 Iteration 1000 Progress 100%\n",
      "  treatment group_id round player_id earned_wealth       mturk_id endowment\n",
      "1     Endow       14     1         1            40 A1HH3ZNP1JP6KP         4\n",
      "2     Endow       14     1         2            65 A3TY6AZHFWTKN0         6\n",
      "3     Endow       14     1         3            40 A2OL8UJ2XQQXU3         2\n",
      "4     Endow       14     1         4            90 A15XIKX3PI7SLK         4\n",
      "5     Endow       14     1         5            80 A26A4HEBGP2MOX         6\n",
      "6     Endow       14     1         6            15  AFIK3VBMMX6G6         2\n",
      "  final_wealth wealth\n",
      "1           40      0\n",
      "2           65      0\n",
      "3           40      0\n",
      "4           90      0\n",
      "5           80      0\n",
      "6           15      0\n",
      "[1] \"Endow-14\"\n",
      "  effectName          include fix   test  initialValue parm\n",
      "1 transitive triplets TRUE    FALSE FALSE          0   0   \n",
      "  effectName    include fix   test  initialValue parm\n",
      "1 endowment ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName      include fix  test  initialValue parm\n",
      "1 endowment alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    185    \n",
      "  effect2\n",
      "1 30     \n",
      "  effectName include fix   test  initialValue parm\n",
      "1 wealth ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName   include fix  test  initialValue parm\n",
      "1 wealth alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    336    \n",
      "  effect2\n",
      "1 30     \n",
      "siena07 will create an output file Endow_14.txt .\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "No X11 device available, forcing use of batch mode\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Start phase 0 \n",
      "theta: -0.937  0.000  0.000  0.000  0.000  0.000  0.000  0.000  0.000 \n",
      "\n",
      "Start phase 1 \n",
      "Phase 1 Iteration 1 Progress: 0%\n",
      "Phase 1 Iteration 2 Progress: 0%\n",
      "Phase 1 Iteration 3 Progress: 0%\n",
      "Phase 1 Iteration 4 Progress: 0%\n",
      "Phase 1 Iteration 5 Progress: 0%\n",
      "Phase 1 Iteration 10 Progress: 0%\n",
      "Phase 1 Iteration 15 Progress: 0%\n",
      "Phase 1 Iteration 20 Progress: 1%\n",
      "Phase 1 Iteration 25 Progress: 1%\n",
      "Phase 1 Iteration 30 Progress: 1%\n",
      "Phase 1 Iteration 35 Progress: 1%\n",
      "Phase 1 Iteration 40 Progress: 1%\n",
      "Phase 1 Iteration 45 Progress: 1%\n",
      "Phase 1 Iteration 50 Progress: 2%\n",
      "theta: -0.95922  0.08972 -0.00416  0.00000  0.00759  0.00000  0.00723  0.00000  0.00000 \n",
      "\n",
      "Start phase 2.1\n",
      "Phase 2 Subphase 1 Iteration 1 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 2 Progress: 15%\n",
      "theta -0.9920  0.2392 -0.0121  0.0000  0.0204  0.0000  0.0198  0.0000  0.0000 \n",
      "ac 0.834 1.622 0.483 0.516 2.019 0.630 1.023 1.432 1.335 \n",
      "Phase 2 Subphase 1 Iteration 3 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 4 Progress: 15%\n",
      "theta -1.0853  0.5681 -0.0334  0.0000  0.0483  0.0000  0.0577  0.0000  0.0000 \n",
      "ac 1.062 1.488 0.519 0.201 1.841 0.796 1.089 1.612 1.400 \n",
      "Phase 2 Subphase 1 Iteration 5 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 6 Progress: 15%\n",
      "theta -1.1549  0.7804 -0.0394  0.0000  0.0689  0.0000  0.0742  0.0000  0.0000 \n",
      "ac 1.078 1.453 0.514 0.186 1.832 0.688 1.087 1.609 1.278 \n",
      "Phase 2 Subphase 1 Iteration 7 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 8 Progress: 15%\n",
      "theta -1.1952  0.8705 -0.0422  0.0000  0.0809  0.0000  0.0791  0.0000  0.0000 \n",
      "ac  1.100  1.504  0.535 -0.135  1.797  0.602  1.001  1.182  1.114 \n",
      "Phase 2 Subphase 1 Iteration 9 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 10 Progress: 15%\n",
      "theta -1.2297  0.9009 -0.0333  0.0000  0.0913  0.0000  0.0753  0.0000  0.0000 \n",
      "ac 1.037 1.507 0.539 0.406 0.991 0.637 0.872 1.138 1.126 \n",
      "theta -1.2001  0.8097 -0.0229  0.0000  0.0786  0.0000  0.0596  0.0000  0.0000 \n",
      "ac 0.2838 0.4378 0.1261 0.2168 0.0379 0.8544 0.1258 0.3729 0.8168 \n",
      "theta: -1.2001  0.8097 -0.0229  0.0000  0.0786  0.0000  0.0596  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.2\n",
      "Phase 2 Subphase 2 Iteration 1 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 2 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 3 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 4 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 5 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 6 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 7 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 8 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 9 Progress: 23%\n",
      "Phase 2 Subphase 2 Iteration 10 Progress: 23%\n",
      "theta -1.1980  0.8067 -0.0246  0.0000  0.0786  0.0000  0.0583  0.0000  0.0000 \n",
      "ac -0.1374 -0.0417 -0.0761  0.2854  0.0215  0.8313 -0.1428  0.2874  0.8449 \n",
      "theta: -1.1980  0.8067 -0.0246  0.0000  0.0786  0.0000  0.0583  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.3\n",
      "Phase 2 Subphase 3 Iteration 1 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 2 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 3 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 4 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 5 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 6 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 7 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 8 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 9 Progress: 32%\n",
      "Phase 2 Subphase 3 Iteration 10 Progress: 32%\n",
      "theta -1.1995  0.8086 -0.0205  0.0000  0.0776  0.0000  0.0618  0.0000  0.0000 \n",
      "ac -0.02181  0.00732 -0.14968  0.36547  0.00177  0.79815  0.06245  0.42877  0.84853 \n",
      "theta: -1.1995  0.8086 -0.0205  0.0000  0.0776  0.0000  0.0618  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.4\n",
      "Phase 2 Subphase 4 Iteration 1 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 2 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 3 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 4 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 5 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 6 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 7 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 8 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 9 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 10 Progress: 45%\n",
      "theta -1.1999  0.8086 -0.0218  0.0000  0.0788  0.0000  0.0593  0.0000  0.0000 \n",
      "ac  0.09462  0.03427  0.00914  0.25876  0.05934  0.82414 -0.09831  0.31011  0.84382 \n",
      "theta: -1.1999  0.8086 -0.0218  0.0000  0.0788  0.0000  0.0593  0.0000  0.0000 \n",
      "\n",
      "Start phase 3 \n",
      "Phase 3 Iteration 500 Progress 85%\n",
      "Phase 3 Iteration 1000 Progress 100%\n",
      "  treatment group_id round player_id earned_wealth       mturk_id endowment\n",
      "1     Endow       18     1         1            35 A22KRF782ELLB0         4\n",
      "2     Endow       18     1         2            70  AAASQIW3J32OL         6\n",
      "3     Endow       18     1         3            35 A166A2M31CW2C7         2\n",
      "4     Endow       18     1         4            40 A2G3G60TB7HCJE         4\n",
      "5     Endow       18     1         5            15  AKIBWXIRFTSVV         6\n",
      "6     Endow       18     1         6            55 A1BPBUD67XIJXM         2\n",
      "  final_wealth wealth\n",
      "1           35      0\n",
      "2           70      0\n",
      "3           35      0\n",
      "4           40      0\n",
      "5           15      0\n",
      "6           55      0\n",
      "[1] \"Endow-18\"\n",
      "  effectName          include fix   test  initialValue parm\n",
      "1 transitive triplets TRUE    FALSE FALSE          0   0   \n",
      "  effectName    include fix   test  initialValue parm\n",
      "1 endowment ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName      include fix  test  initialValue parm\n",
      "1 endowment alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    185    \n",
      "  effect2\n",
      "1 30     \n",
      "  effectName include fix   test  initialValue parm\n",
      "1 wealth ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName   include fix  test  initialValue parm\n",
      "1 wealth alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    336    \n",
      "  effect2\n",
      "1 30     \n",
      "siena07 will create an output file Endow_18.txt .\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "No X11 device available, forcing use of batch mode\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Start phase 0 \n",
      "theta: -1.19  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00 \n",
      "\n",
      "Start phase 1 \n",
      "Phase 1 Iteration 1 Progress: 0%\n",
      "Phase 1 Iteration 2 Progress: 0%\n",
      "Phase 1 Iteration 3 Progress: 0%\n",
      "Phase 1 Iteration 4 Progress: 0%\n",
      "Phase 1 Iteration 5 Progress: 0%\n",
      "Phase 1 Iteration 10 Progress: 0%\n",
      "Phase 1 Iteration 15 Progress: 0%\n",
      "Phase 1 Iteration 20 Progress: 1%\n",
      "Phase 1 Iteration 25 Progress: 1%\n",
      "Phase 1 Iteration 30 Progress: 1%\n",
      "Phase 1 Iteration 35 Progress: 1%\n",
      "Phase 1 Iteration 40 Progress: 1%\n",
      "Phase 1 Iteration 45 Progress: 1%\n",
      "Phase 1 Iteration 50 Progress: 2%\n",
      "theta: -1.2282  0.1085  0.0339  0.0000  0.0123  0.0000 -0.0121  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.1\n",
      "Phase 2 Subphase 1 Iteration 1 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 2 Progress: 15%\n",
      "theta -1.2793  0.2636  0.0606  0.0000  0.0327  0.0000 -0.0289  0.0000  0.0000 \n",
      "ac  1.060  0.889 -1.057  1.010  1.661  0.519  0.363  0.468  1.046 \n",
      "Phase 2 Subphase 1 Iteration 3 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 4 Progress: 15%\n",
      "theta -1.4234  0.7257  0.1554  0.0000  0.0799  0.0000 -0.0787  0.0000  0.0000 \n",
      "ac  0.8121  1.0015 -0.0664  1.3026  1.7237  0.6743  0.3767  0.6083  0.8838 \n",
      "Phase 2 Subphase 1 Iteration 5 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 6 Progress: 15%\n",
      "theta -1.552  1.036  0.218  0.000  0.111  0.000 -0.110  0.000  0.000 \n",
      "ac  0.8881  0.8893 -0.0547  1.0163  1.6982  0.6685  0.3516  0.6245  1.0369 \n",
      "Phase 2 Subphase 1 Iteration 7 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 8 Progress: 15%\n",
      "theta -1.624  1.126  0.239  0.000  0.127  0.000 -0.128  0.000  0.000 \n",
      "ac 0.902 0.916 0.401 0.964 1.201 0.246 0.149 0.512 1.100 \n",
      "Phase 2 Subphase 1 Iteration 9 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 10 Progress: 15%\n",
      "theta -1.672  1.187  0.256  0.000  0.132  0.000 -0.149  0.000  0.000 \n",
      "ac 0.902 0.855 0.267 0.921 1.105 0.399 0.176 0.497 1.136 \n",
      "theta -1.652  1.059  0.248  0.000  0.124  0.000 -0.140  0.000  0.000 \n",
      "ac  0.3276  0.1753 -0.1159  0.7762  0.1083  0.4479  0.0259  0.4565  0.7694 \n",
      "theta: -1.652  1.059  0.248  0.000  0.124  0.000 -0.140  0.000  0.000 \n",
      "\n",
      "Start phase 2.2\n",
      "Phase 2 Subphase 2 Iteration 1 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 2 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 3 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 4 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 5 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 6 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 7 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 8 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 9 Progress: 23%\n",
      "Phase 2 Subphase 2 Iteration 10 Progress: 23%\n",
      "theta -1.649  1.061  0.246  0.000  0.123  0.000 -0.145  0.000  0.000 \n",
      "ac -0.18425 -0.38748 -0.11565  0.79894 -0.00594  0.28509 -0.01554  0.36813  0.69180 \n",
      "theta: -1.649  1.061  0.246  0.000  0.123  0.000 -0.145  0.000  0.000 \n",
      "\n",
      "Start phase 2.3\n",
      "Phase 2 Subphase 3 Iteration 1 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 2 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 3 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 4 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 5 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 6 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 7 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 8 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 9 Progress: 32%\n",
      "Phase 2 Subphase 3 Iteration 10 Progress: 32%\n",
      "theta -1.654  1.067  0.252  0.000  0.124  0.000 -0.144  0.000  0.000 \n",
      "ac  0.01524  0.00494  0.04342  0.82021 -0.00509  0.40443 -0.06292  0.41658  0.71055 \n",
      "theta: -1.654  1.067  0.252  0.000  0.124  0.000 -0.144  0.000  0.000 \n",
      "\n",
      "Start phase 2.4\n",
      "Phase 2 Subphase 4 Iteration 1 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 2 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 3 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 4 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 5 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 6 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 7 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 8 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 9 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 10 Progress: 45%\n",
      "theta -1.652  1.063  0.251  0.000  0.124  0.000 -0.143  0.000  0.000 \n",
      "ac -0.00192 -0.05540 -0.02312  0.89105 -0.02939  0.36704 -0.11352  0.49037  0.79449 \n",
      "theta: -1.652  1.063  0.251  0.000  0.124  0.000 -0.143  0.000  0.000 \n",
      "\n",
      "Start phase 3 \n",
      "Phase 3 Iteration 500 Progress 85%\n",
      "Phase 3 Iteration 1000 Progress 100%\n",
      "  treatment group_id round player_id earned_wealth       mturk_id endowment\n",
      "1     Endow       26     1         1            55  A83OLM1ZQC083         4\n",
      "2     Endow       26     1         2             0 A17KN7NAP48L4B         6\n",
      "3     Endow       26     1         3            40 A20EU0UH5K3VGE         2\n",
      "4     Endow       26     1         4            40  A3N46QXET3UPY         4\n",
      "5     Endow       26     1         5            30 A14OQZ3PZN70QW         6\n",
      "6     Endow       26     1         6            40 A19D0SH9AQX9S9         2\n",
      "  final_wealth wealth\n",
      "1           55      0\n",
      "2            0      0\n",
      "3           40      0\n",
      "4           40      0\n",
      "5           30      0\n",
      "6           40      0\n",
      "[1] \"Endow-26\"\n",
      "  effectName          include fix   test  initialValue parm\n",
      "1 transitive triplets TRUE    FALSE FALSE          0   0   \n",
      "  effectName    include fix   test  initialValue parm\n",
      "1 endowment ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName      include fix  test  initialValue parm\n",
      "1 endowment alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    185    \n",
      "  effect2\n",
      "1 30     \n",
      "  effectName include fix   test  initialValue parm\n",
      "1 wealth ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName   include fix  test  initialValue parm\n",
      "1 wealth alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    336    \n",
      "  effect2\n",
      "1 30     \n",
      "siena07 will create an output file Endow_26.txt .\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "No X11 device available, forcing use of batch mode\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Start phase 0 \n",
      "theta: -1.1  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0 \n",
      "\n",
      "Start phase 1 \n",
      "Phase 1 Iteration 1 Progress: 0%\n",
      "Phase 1 Iteration 2 Progress: 0%\n",
      "Phase 1 Iteration 3 Progress: 0%\n",
      "Phase 1 Iteration 4 Progress: 0%\n",
      "Phase 1 Iteration 5 Progress: 0%\n",
      "Phase 1 Iteration 10 Progress: 0%\n",
      "Phase 1 Iteration 15 Progress: 0%\n",
      "Phase 1 Iteration 20 Progress: 1%\n",
      "Phase 1 Iteration 25 Progress: 1%\n",
      "Phase 1 Iteration 30 Progress: 1%\n",
      "Phase 1 Iteration 35 Progress: 1%\n",
      "Phase 1 Iteration 40 Progress: 1%\n",
      "Phase 1 Iteration 45 Progress: 1%\n",
      "Phase 1 Iteration 50 Progress: 2%\n",
      "theta: -1.13750  0.03637  0.03424  0.00000  0.01569  0.00000 -0.00793  0.00000  0.00000 \n",
      "\n",
      "Start phase 2.1\n",
      "Phase 2 Subphase 1 Iteration 1 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 2 Progress: 15%\n",
      "theta -1.1898  0.0833  0.0645  0.0000  0.0428  0.0000 -0.0187  0.0000  0.0000 \n",
      "ac  0.941 -0.738  0.287  0.244  1.035  0.511  0.362  5.457  2.279 \n",
      "Phase 2 Subphase 1 Iteration 3 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 4 Progress: 15%\n",
      "theta -1.3240  0.1656  0.1297  0.0000  0.1174  0.0000 -0.0645  0.0000  0.0000 \n",
      "ac  0.932 -0.623  0.265  0.314  1.106  1.170  0.433  2.275  1.901 \n",
      "Phase 2 Subphase 1 Iteration 5 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 6 Progress: 15%\n",
      "theta -1.4411  0.2356  0.2303  0.0000  0.1628  0.0000 -0.0796  0.0000  0.0000 \n",
      "ac  0.9271 -0.2575 -0.0477  0.2780  1.0828  0.7352  0.4335  4.4207  1.5433 \n",
      "Phase 2 Subphase 1 Iteration 7 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 8 Progress: 15%\n",
      "theta -1.5082  0.2879  0.2756  0.0000  0.1895  0.0000 -0.0965  0.0000  0.0000 \n",
      "ac  0.9108 -0.0430 -0.0644  0.3940  1.0850  0.3576  0.4327  3.4027  1.5596 \n",
      "Phase 2 Subphase 1 Iteration 9 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 10 Progress: 15%\n",
      "theta -1.554  0.372  0.310  0.000  0.206  0.000 -0.102  0.000  0.000 \n",
      "ac  0.9075 -0.0322  0.1338  0.5012  1.0875  0.5404  0.4818  2.0242  1.6253 \n",
      "theta -1.5095  0.3675  0.2881  0.0000  0.1731  0.0000 -0.0643  0.0000  0.0000 \n",
      "ac  0.2131 -0.1625 -0.1436  0.7553  0.4111  0.5197 -0.2171 -0.0967  0.7365 \n",
      "theta: -1.5095  0.3675  0.2881  0.0000  0.1731  0.0000 -0.0643  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.2\n",
      "Phase 2 Subphase 2 Iteration 1 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 2 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 3 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 4 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 5 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 6 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 7 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 8 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 9 Progress: 23%\n",
      "Phase 2 Subphase 2 Iteration 10 Progress: 23%\n",
      "theta -1.5126  0.3700  0.3006  0.0000  0.1716  0.0000 -0.0637  0.0000  0.0000 \n",
      "ac  0.04823 -0.15608 -0.00117  0.84397  0.00569  0.48896 -0.03863  0.11464  0.83325 \n",
      "theta: -1.5126  0.3700  0.3006  0.0000  0.1716  0.0000 -0.0637  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.3\n",
      "Phase 2 Subphase 3 Iteration 1 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 2 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 3 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 4 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 5 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 6 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 7 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 8 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 9 Progress: 32%\n",
      "Phase 2 Subphase 3 Iteration 10 Progress: 32%\n",
      "theta -1.5176  0.3726  0.3029  0.0000  0.1722  0.0000 -0.0635  0.0000  0.0000 \n",
      "ac -0.125330 -0.203418 -0.056240  0.871593 -0.000811  0.488505 -0.107374 -0.027296  0.746476 \n",
      "theta: -1.5176  0.3726  0.3029  0.0000  0.1722  0.0000 -0.0635  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.4\n",
      "Phase 2 Subphase 4 Iteration 1 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 2 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 3 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 4 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 5 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 6 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 7 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 8 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 9 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 10 Progress: 45%\n",
      "theta -1.5150  0.3660  0.3016  0.0000  0.1724  0.0000 -0.0633  0.0000  0.0000 \n",
      "ac -0.04710 -0.04913 -0.09416  0.86696 -0.07708  0.57736 -0.00281  0.03543  0.81101 \n",
      "theta: -1.5150  0.3660  0.3016  0.0000  0.1724  0.0000 -0.0633  0.0000  0.0000 \n",
      "\n",
      "Start phase 3 \n",
      "Phase 3 Iteration 500 Progress 85%\n",
      "Phase 3 Iteration 1000 Progress 100%\n",
      "  treatment group_id round player_id earned_wealth       mturk_id endowment\n",
      "1     Endow       30     1         1             0 A1VFRCYMWGWWCZ         4\n",
      "2     Endow       30     1         2            25 A1XIFPI36695GY         6\n",
      "3     Endow       30     1         3            55 A2H7YLBNIU6TR9         2\n",
      "4     Endow       30     1         4            65 A3I3JQX0P2F0K3         4\n",
      "5     Endow       30     1         5            50  AL83KKXUORS9Y         6\n",
      "6     Endow       30     1         6            40  A8028AFBBS29G         2\n",
      "  final_wealth wealth\n",
      "1            0      0\n",
      "2           25      0\n",
      "3           55      0\n",
      "4           65      0\n",
      "5           50      0\n",
      "6           40      0\n",
      "[1] \"Endow-30\"\n",
      "  effectName          include fix   test  initialValue parm\n",
      "1 transitive triplets TRUE    FALSE FALSE          0   0   \n",
      "  effectName    include fix   test  initialValue parm\n",
      "1 endowment ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName      include fix  test  initialValue parm\n",
      "1 endowment alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    185    \n",
      "  effect2\n",
      "1 30     \n",
      "  effectName include fix   test  initialValue parm\n",
      "1 wealth ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName   include fix  test  initialValue parm\n",
      "1 wealth alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    336    \n",
      "  effect2\n",
      "1 30     \n",
      "siena07 will create an output file Endow_30.txt .\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "No X11 device available, forcing use of batch mode\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Start phase 0 \n",
      "theta: -1.13  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00 \n",
      "\n",
      "Start phase 1 \n",
      "Phase 1 Iteration 1 Progress: 0%\n",
      "Phase 1 Iteration 2 Progress: 0%\n",
      "Phase 1 Iteration 3 Progress: 0%\n",
      "Phase 1 Iteration 4 Progress: 0%\n",
      "Phase 1 Iteration 5 Progress: 0%\n",
      "Phase 1 Iteration 10 Progress: 0%\n",
      "Phase 1 Iteration 15 Progress: 0%\n",
      "Phase 1 Iteration 20 Progress: 1%\n",
      "Phase 1 Iteration 25 Progress: 1%\n",
      "Phase 1 Iteration 30 Progress: 1%\n",
      "Phase 1 Iteration 35 Progress: 1%\n",
      "Phase 1 Iteration 40 Progress: 1%\n",
      "Phase 1 Iteration 45 Progress: 1%\n",
      "Phase 1 Iteration 50 Progress: 2%\n",
      "theta: -1.1695  0.0874  0.0165  0.0000  0.0143  0.0000 -0.0118  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.1\n",
      "Phase 2 Subphase 1 Iteration 1 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 2 Progress: 15%\n",
      "theta -1.2254  0.2058  0.0371  0.0000  0.0368  0.0000 -0.0284  0.0000  0.0000 \n",
      "ac  1.268  0.882  0.993  0.681  1.096 -1.355  0.721  0.466  2.211 \n",
      "Phase 2 Subphase 1 Iteration 3 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 4 Progress: 15%\n",
      "theta -1.3648  0.5594  0.0754  0.0000  0.0987  0.0000 -0.0774  0.0000  0.0000 \n",
      "ac  1.207  1.046  0.974  0.714  1.188 -0.621  0.731  0.559  0.944 \n",
      "Phase 2 Subphase 1 Iteration 5 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 6 Progress: 15%\n",
      "theta -1.4744  0.7589  0.1237  0.0000  0.1344  0.0000 -0.0932  0.0000  0.0000 \n",
      "ac  1.2304  1.0779  0.9690  0.7099  1.0798 -0.6256  0.0973  0.5488  0.8274 \n",
      "Phase 2 Subphase 1 Iteration 7 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 8 Progress: 15%\n",
      "theta -1.535  0.866  0.158  0.000  0.146  0.000 -0.116  0.000  0.000 \n",
      "ac 1.231 0.777 0.660 0.668 1.009 0.526 0.108 0.548 0.821 \n",
      "Phase 2 Subphase 1 Iteration 9 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 10 Progress: 15%\n",
      "theta -1.574  0.877  0.188  0.000  0.156  0.000 -0.131  0.000  0.000 \n",
      "ac 1.206 0.752 0.748 0.596 1.038 0.343 0.085 0.665 0.893 \n",
      "theta -1.494  0.732  0.133  0.000  0.130  0.000 -0.113  0.000  0.000 \n",
      "ac  0.28765 -0.00906 -0.09935  0.24182  0.32504  0.46692 -0.06137  0.11049  0.73445 \n",
      "theta: -1.494  0.732  0.133  0.000  0.130  0.000 -0.113  0.000  0.000 \n",
      "\n",
      "Start phase 2.2\n",
      "Phase 2 Subphase 2 Iteration 1 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 2 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 3 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 4 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 5 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 6 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 7 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 8 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 9 Progress: 23%\n",
      "Phase 2 Subphase 2 Iteration 10 Progress: 23%\n",
      "theta -1.499  0.727  0.142  0.000  0.130  0.000 -0.114  0.000  0.000 \n",
      "ac -0.0320  0.0828  0.0663  0.0655 -0.0681  0.3922 -0.2403 -0.0581  0.8291 \n",
      "theta: -1.499  0.727  0.142  0.000  0.130  0.000 -0.114  0.000  0.000 \n",
      "\n",
      "Start phase 2.3\n",
      "Phase 2 Subphase 3 Iteration 1 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 2 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 3 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 4 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 5 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 6 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 7 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 8 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 9 Progress: 32%\n",
      "Phase 2 Subphase 3 Iteration 10 Progress: 32%\n",
      "theta -1.501  0.742  0.139  0.000  0.133  0.000 -0.117  0.000  0.000 \n",
      "ac -0.00744 -0.05791 -0.00185  0.06360 -0.05178  0.47431 -0.00506 -0.07826  0.78113 \n",
      "theta: -1.501  0.742  0.139  0.000  0.133  0.000 -0.117  0.000  0.000 \n",
      "\n",
      "Start phase 2.4\n",
      "Phase 2 Subphase 4 Iteration 1 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 2 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 3 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 4 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 5 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 6 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 7 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 8 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 9 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 10 Progress: 45%\n",
      "theta -1.501  0.738  0.139  0.000  0.132  0.000 -0.114  0.000  0.000 \n",
      "ac  0.01345  0.01005 -0.00658  0.13337  0.05800  0.36334 -0.01556  0.03198  0.73363 \n",
      "theta: -1.501  0.738  0.139  0.000  0.132  0.000 -0.114  0.000  0.000 \n",
      "\n",
      "Start phase 3 \n",
      "Phase 3 Iteration 500 Progress 85%\n",
      "Phase 3 Iteration 1000 Progress 100%\n",
      "  treatment group_id round player_id earned_wealth       mturk_id endowment\n",
      "1     Endow       31     1         1            40 A1EN3FW93BSXQQ         4\n",
      "2     Endow       31     1         2            15 A3OTBMKOEQ410P         6\n",
      "3     Endow       31     1         3            70 A3hrqq656z26dm         2\n",
      "4     Endow       31     1         4            30 A2ZE2IPHK152KA         4\n",
      "5     Endow       31     1         5            25  al2j5m8wqikmi         6\n",
      "6     Endow       31     1         6            25 A25T7Z3Z895KHE         2\n",
      "  final_wealth wealth\n",
      "1           40      0\n",
      "2           15      0\n",
      "3           70      0\n",
      "4           30      0\n",
      "5           25      0\n",
      "6           25      0\n",
      "[1] \"Endow-31\"\n",
      "  effectName          include fix   test  initialValue parm\n",
      "1 transitive triplets TRUE    FALSE FALSE          0   0   \n",
      "  effectName    include fix   test  initialValue parm\n",
      "1 endowment ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName      include fix  test  initialValue parm\n",
      "1 endowment alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    185    \n",
      "  effect2\n",
      "1 30     \n",
      "  effectName include fix   test  initialValue parm\n",
      "1 wealth ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName   include fix  test  initialValue parm\n",
      "1 wealth alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    336    \n",
      "  effect2\n",
      "1 30     \n",
      "siena07 will create an output file Endow_31.txt .\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "No X11 device available, forcing use of batch mode\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Start phase 0 \n",
      "theta: -1.13  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00 \n",
      "\n",
      "Start phase 1 \n",
      "Phase 1 Iteration 1 Progress: 0%\n",
      "Phase 1 Iteration 2 Progress: 0%\n",
      "Phase 1 Iteration 3 Progress: 0%\n",
      "Phase 1 Iteration 4 Progress: 0%\n",
      "Phase 1 Iteration 5 Progress: 0%\n",
      "Phase 1 Iteration 10 Progress: 0%\n",
      "Phase 1 Iteration 15 Progress: 0%\n",
      "Phase 1 Iteration 20 Progress: 1%\n",
      "Phase 1 Iteration 25 Progress: 1%\n",
      "Phase 1 Iteration 30 Progress: 1%\n",
      "Phase 1 Iteration 35 Progress: 1%\n",
      "Phase 1 Iteration 40 Progress: 1%\n",
      "Phase 1 Iteration 45 Progress: 1%\n",
      "Phase 1 Iteration 50 Progress: 2%\n",
      "theta: -1.16672  0.03037  0.02494  0.00000  0.01593  0.00000 -0.00872  0.00000  0.00000 \n",
      "\n",
      "Start phase 2.1\n",
      "Phase 2 Subphase 1 Iteration 1 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 2 Progress: 15%\n",
      "theta -1.2121  0.0865  0.0409  0.0000  0.0454  0.0000 -0.0267  0.0000  0.0000 \n",
      "ac   1.480   1.136 -12.478  -0.406   1.384   0.291   1.501   1.132  -2.715 \n",
      "Phase 2 Subphase 1 Iteration 3 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 4 Progress: 15%\n",
      "theta -1.3240  0.2247  0.0911  0.0000  0.1123  0.0000 -0.0731  0.0000  0.0000 \n",
      "ac 1.418 1.004 0.991 0.465 1.411 0.261 1.727 1.131 0.316 \n",
      "Phase 2 Subphase 1 Iteration 5 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 6 Progress: 15%\n",
      "theta -1.419  0.345  0.149  0.000  0.162  0.000 -0.104  0.000  0.000 \n",
      "ac 1.436 0.760 1.315 0.576 1.412 0.373 1.780 1.095 0.113 \n",
      "Phase 2 Subphase 1 Iteration 7 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 8 Progress: 15%\n",
      "theta -1.498  0.394  0.222  0.000  0.190  0.000 -0.119  0.000  0.000 \n",
      "ac  1.489  0.566  0.897  0.674  1.421 -0.348  1.278  1.103  0.374 \n",
      "Phase 2 Subphase 1 Iteration 9 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 10 Progress: 15%\n",
      "theta -1.536  0.418  0.229  0.000  0.204  0.000 -0.146  0.000  0.000 \n",
      "ac  1.388  0.596  0.834  0.695  1.429 -0.374  1.128  1.074  0.262 \n",
      "theta -1.497  0.395  0.190  0.000  0.179  0.000 -0.136  0.000  0.000 \n",
      "ac  0.2094 -0.1838 -0.1802  0.7265  0.3098  0.0826  0.0116  0.6419  0.4136 \n",
      "theta: -1.497  0.395  0.190  0.000  0.179  0.000 -0.136  0.000  0.000 \n",
      "\n",
      "Start phase 2.2\n",
      "Phase 2 Subphase 2 Iteration 1 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 2 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 3 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 4 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 5 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 6 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 7 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 8 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 9 Progress: 23%\n",
      "Phase 2 Subphase 2 Iteration 10 Progress: 23%\n",
      "theta -1.496  0.386  0.197  0.000  0.176  0.000 -0.134  0.000  0.000 \n",
      "ac -7.05e-02 -2.78e-02 -3.91e-05  4.70e-01 -2.30e-02  6.66e-03 -1.02e-02  7.13e-01  5.12e-01 \n",
      "theta: -1.496  0.386  0.197  0.000  0.176  0.000 -0.134  0.000  0.000 \n",
      "\n",
      "Start phase 2.3\n",
      "Phase 2 Subphase 3 Iteration 1 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 2 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 3 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 4 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 5 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 6 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 7 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 8 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 9 Progress: 32%\n",
      "Phase 2 Subphase 3 Iteration 10 Progress: 32%\n",
      "theta -1.502  0.390  0.202  0.000  0.180  0.000 -0.133  0.000  0.000 \n",
      "ac -0.2511 -0.0517 -0.1239  0.6326 -0.1256  0.0669  0.0251  0.6130  0.4508 \n",
      "theta: -1.502  0.390  0.202  0.000  0.180  0.000 -0.133  0.000  0.000 \n",
      "\n",
      "Start phase 2.4\n",
      "Phase 2 Subphase 4 Iteration 1 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 2 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 3 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 4 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 5 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 6 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 7 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 8 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 9 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 10 Progress: 45%\n",
      "theta -1.502  0.395  0.199  0.000  0.180  0.000 -0.135  0.000  0.000 \n",
      "ac  0.02604 -0.03476 -0.00794  0.64817  0.00346 -0.06006 -0.00267  0.68300  0.61302 \n",
      "theta: -1.502  0.395  0.199  0.000  0.180  0.000 -0.135  0.000  0.000 \n",
      "\n",
      "Start phase 3 \n",
      "Phase 3 Iteration 500 Progress 85%\n",
      "Phase 3 Iteration 1000 Progress 100%\n",
      "  treatment group_id round player_id earned_wealth       mturk_id endowment\n",
      "1     Endow       32     1         1            20 A1XKL37QKFITT1         4\n",
      "2     Endow       32     1         2            15  AH00EJ6PK1H3A         6\n",
      "3     Endow       32     1         3            15 A11TREGDHSUSJW         2\n",
      "4     Endow       32     1         4            65 A12LI6GAHU6S2H         4\n",
      "5     Endow       32     1         5           120 A1I3QYJJU5ACFR         6\n",
      "6     Endow       32     1         6            15 A1UEMMSI1XUBSW         2\n",
      "  final_wealth wealth\n",
      "1           20      0\n",
      "2           15      0\n",
      "3           15      0\n",
      "4           65      0\n",
      "5          120      0\n",
      "6           15      0\n",
      "[1] \"Endow-32\"\n",
      "  effectName          include fix   test  initialValue parm\n",
      "1 transitive triplets TRUE    FALSE FALSE          0   0   \n",
      "  effectName    include fix   test  initialValue parm\n",
      "1 endowment ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName      include fix  test  initialValue parm\n",
      "1 endowment alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    185    \n",
      "  effect2\n",
      "1 30     \n",
      "  effectName include fix   test  initialValue parm\n",
      "1 wealth ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName   include fix  test  initialValue parm\n",
      "1 wealth alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    336    \n",
      "  effect2\n",
      "1 30     \n",
      "siena07 will create an output file Endow_32.txt .\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "No X11 device available, forcing use of batch mode\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Start phase 0 \n",
      "theta: -1.14  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00 \n",
      "\n",
      "Start phase 1 \n",
      "Phase 1 Iteration 1 Progress: 0%\n",
      "Phase 1 Iteration 2 Progress: 0%\n",
      "Phase 1 Iteration 3 Progress: 0%\n",
      "Phase 1 Iteration 4 Progress: 0%\n",
      "Phase 1 Iteration 5 Progress: 0%\n",
      "Phase 1 Iteration 10 Progress: 0%\n",
      "Phase 1 Iteration 15 Progress: 0%\n",
      "Phase 1 Iteration 20 Progress: 1%\n",
      "Phase 1 Iteration 25 Progress: 1%\n",
      "Phase 1 Iteration 30 Progress: 1%\n",
      "Phase 1 Iteration 35 Progress: 1%\n",
      "Phase 1 Iteration 40 Progress: 1%\n",
      "Phase 1 Iteration 45 Progress: 1%\n",
      "Phase 1 Iteration 50 Progress: 2%\n",
      "theta: -1.17644  0.09606  0.02235  0.00000  0.01472  0.00000 -0.00529  0.00000  0.00000 \n",
      "\n",
      "Start phase 2.1\n",
      "Phase 2 Subphase 1 Iteration 1 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 2 Progress: 15%\n",
      "theta -1.2330  0.2505  0.0350  0.0000  0.0416  0.0000 -0.0194  0.0000  0.0000 \n",
      "ac    1.559    1.376   -5.719    1.975    1.136 -118.627    1.893    0.739    3.506 \n",
      "Phase 2 Subphase 1 Iteration 3 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 4 Progress: 15%\n",
      "theta -1.3561  0.5907  0.0736  0.0000  0.1097  0.0000 -0.0507  0.0000  0.0000 \n",
      "ac 0.844 1.160 0.587 0.827 1.182 1.160 1.831 0.833 0.554 \n",
      "Phase 2 Subphase 1 Iteration 5 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 6 Progress: 15%\n",
      "theta -1.4747  0.7676  0.1004  0.0000  0.1568  0.0000 -0.0788  0.0000  0.0000 \n",
      "ac 0.923 0.997 1.179 0.740 1.180 2.039 1.752 0.825 0.563 \n",
      "Phase 2 Subphase 1 Iteration 7 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 8 Progress: 15%\n",
      "theta -1.5675  0.8590  0.1561  0.0000  0.1796  0.0000 -0.0959  0.0000  0.0000 \n",
      "ac  0.909  0.991  0.967  0.808  1.172  2.069  1.788  0.704 -0.106 \n",
      "Phase 2 Subphase 1 Iteration 9 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 10 Progress: 15%\n",
      "theta -1.610  0.916  0.167  0.000  0.194  0.000 -0.117  0.000  0.000 \n",
      "ac  0.904  0.997  0.838  1.017  1.163  1.518  0.918  0.681 -0.153 \n",
      "theta -1.5672  0.8024  0.1664  0.0000  0.1645  0.0000 -0.0908  0.0000  0.0000 \n",
      "ac  0.4378  0.1499 -0.1162  0.8647  0.4065 -0.0575  0.0906  0.6538  0.0102 \n",
      "theta: -1.5672  0.8024  0.1664  0.0000  0.1645  0.0000 -0.0908  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.2\n",
      "Phase 2 Subphase 2 Iteration 1 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 2 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 3 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 4 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 5 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 6 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 7 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 8 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 9 Progress: 23%\n",
      "Phase 2 Subphase 2 Iteration 10 Progress: 23%\n",
      "theta -1.5615  0.7960  0.1596  0.0000  0.1635  0.0000 -0.0903  0.0000  0.0000 \n",
      "ac  0.0102 -0.0351 -0.0126  0.8499  0.0343  0.1275 -0.0477  0.6079 -0.0893 \n",
      "theta: -1.5615  0.7960  0.1596  0.0000  0.1635  0.0000 -0.0903  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.3\n",
      "Phase 2 Subphase 3 Iteration 1 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 2 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 3 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 4 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 5 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 6 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 7 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 8 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 9 Progress: 32%\n",
      "Phase 2 Subphase 3 Iteration 10 Progress: 32%\n",
      "theta -1.559  0.796  0.164  0.000  0.161  0.000 -0.089  0.000  0.000 \n",
      "ac  0.0263 -0.0347  0.0797  0.8621  0.0878  0.0920  0.0298  0.7619 -0.0249 \n",
      "theta: -1.559  0.796  0.164  0.000  0.161  0.000 -0.089  0.000  0.000 \n",
      "\n",
      "Start phase 2.4\n",
      "Phase 2 Subphase 4 Iteration 1 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 2 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 3 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 4 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 5 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 6 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 7 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 8 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 9 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 10 Progress: 45%\n",
      "theta -1.559  0.796  0.163  0.000  0.162  0.000 -0.089  0.000  0.000 \n",
      "ac -0.02408 -0.08319 -0.08226  0.86109  0.07690  0.10702  0.00486  0.71335  0.07083 \n",
      "theta: -1.559  0.796  0.163  0.000  0.162  0.000 -0.089  0.000  0.000 \n",
      "\n",
      "Start phase 3 \n",
      "Phase 3 Iteration 500 Progress 85%\n",
      "Phase 3 Iteration 1000 Progress 100%\n",
      "  treatment group_id round player_id earned_wealth       mturk_id endowment\n",
      "1     Endow       34     1         1            85 A3RUL1OC4CAINK         4\n",
      "2     Endow       34     1         2            70  AGW0WDJW3SO49         6\n",
      "3     Endow       34     1         3            45 A1T208Y507O4RS         2\n",
      "4     Endow       34     1         4            15 A23EWFNNOUS10B         4\n",
      "5     Endow       34     1         5            50 A2W6PXZ0E8IBJ0         6\n",
      "6     Endow       34     1         6            35 A1LWWVCY9FPIAW         2\n",
      "  final_wealth wealth\n",
      "1           85      0\n",
      "2           70      0\n",
      "3           45      0\n",
      "4           15      0\n",
      "5           50      0\n",
      "6           35      0\n",
      "[1] \"Endow-34\"\n",
      "  effectName          include fix   test  initialValue parm\n",
      "1 transitive triplets TRUE    FALSE FALSE          0   0   \n",
      "  effectName    include fix   test  initialValue parm\n",
      "1 endowment ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName      include fix  test  initialValue parm\n",
      "1 endowment alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    185    \n",
      "  effect2\n",
      "1 30     \n",
      "  effectName include fix   test  initialValue parm\n",
      "1 wealth ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName   include fix  test  initialValue parm\n",
      "1 wealth alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    336    \n",
      "  effect2\n",
      "1 30     \n",
      "siena07 will create an output file Endow_34.txt .\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "No X11 device available, forcing use of batch mode\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Start phase 0 \n",
      "theta: -0.978  0.000  0.000  0.000  0.000  0.000  0.000  0.000  0.000 \n",
      "\n",
      "Start phase 1 \n",
      "Phase 1 Iteration 1 Progress: 0%\n",
      "Phase 1 Iteration 2 Progress: 0%\n",
      "Phase 1 Iteration 3 Progress: 0%\n",
      "Phase 1 Iteration 4 Progress: 0%\n",
      "Phase 1 Iteration 5 Progress: 0%\n",
      "Phase 1 Iteration 10 Progress: 0%\n",
      "Phase 1 Iteration 15 Progress: 0%\n",
      "Phase 1 Iteration 20 Progress: 1%\n",
      "Phase 1 Iteration 25 Progress: 1%\n",
      "Phase 1 Iteration 30 Progress: 1%\n",
      "Phase 1 Iteration 35 Progress: 1%\n",
      "Phase 1 Iteration 40 Progress: 1%\n",
      "Phase 1 Iteration 45 Progress: 1%\n",
      "Phase 1 Iteration 50 Progress: 2%\n",
      "theta: -1.000984  0.086803 -0.002770  0.000000  0.011368  0.000000  0.000572  0.000000  0.000000 \n",
      "\n",
      "Start phase 2.1\n",
      "Phase 2 Subphase 1 Iteration 1 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 2 Progress: 15%\n",
      "theta -1.03149  0.22305 -0.01824  0.00000  0.03302  0.00000  0.00148  0.00000  0.00000 \n",
      "ac   1.308   1.346   2.041   0.735   1.385   1.058   0.638 -22.250   0.531 \n",
      "Phase 2 Subphase 1 Iteration 3 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 4 Progress: 15%\n",
      "theta -1.11238  0.54777 -0.04071  0.00000  0.08017  0.00000 -0.00511  0.00000  0.00000 \n",
      "ac 1.402 1.415 1.789 0.850 1.442 1.258 0.716 1.139 0.508 \n",
      "Phase 2 Subphase 1 Iteration 5 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 6 Progress: 15%\n",
      "theta -1.16850  0.76466 -0.06048  0.00000  0.10898  0.00000 -0.00653  0.00000  0.00000 \n",
      "ac 1.332 1.110 1.817 0.967 1.404 1.317 0.537 0.867 0.607 \n",
      "Phase 2 Subphase 1 Iteration 7 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 8 Progress: 15%\n",
      "theta -1.2131  0.8212 -0.0639  0.0000  0.1221  0.0000 -0.0155  0.0000  0.0000 \n",
      "ac 1.312 1.123 1.855 1.136 1.405 1.190 0.194 0.938 0.675 \n",
      "Phase 2 Subphase 1 Iteration 9 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 10 Progress: 15%\n",
      "theta -1.24235  0.80885 -0.06326  0.00000  0.12816  0.00000 -0.00895  0.00000  0.00000 \n",
      "ac 1.169 1.095 1.802 1.180 1.426 1.125 0.201 1.047 0.606 \n",
      "theta -1.2048  0.7268 -0.0764  0.0000  0.1212  0.0000 -0.0223  0.0000  0.0000 \n",
      "ac 0.179 0.160 0.165 0.917 0.107 0.904 0.064 0.875 0.890 \n",
      "theta: -1.2048  0.7268 -0.0764  0.0000  0.1212  0.0000 -0.0223  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.2\n",
      "Phase 2 Subphase 2 Iteration 1 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 2 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 3 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 4 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 5 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 6 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 7 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 8 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 9 Progress: 23%\n",
      "Phase 2 Subphase 2 Iteration 10 Progress: 23%\n",
      "theta -1.2092  0.7340 -0.0738  0.0000  0.1216  0.0000 -0.0221  0.0000  0.0000 \n",
      "ac  0.04863 -0.00955 -0.07285  0.93237  0.02579  0.85748  0.01908  0.93860  0.87023 \n",
      "theta: -1.2092  0.7340 -0.0738  0.0000  0.1216  0.0000 -0.0221  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.3\n",
      "Phase 2 Subphase 3 Iteration 1 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 2 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 3 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 4 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 5 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 6 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 7 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 8 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 9 Progress: 32%\n",
      "Phase 2 Subphase 3 Iteration 10 Progress: 32%\n",
      "theta -1.2049  0.7325 -0.0788  0.0000  0.1210  0.0000 -0.0218  0.0000  0.0000 \n",
      "ac -0.10998 -0.03191  0.02252  0.87890 -0.00396  0.92482 -0.13653  0.78376  0.84857 \n",
      "theta: -1.2049  0.7325 -0.0788  0.0000  0.1210  0.0000 -0.0218  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.4\n",
      "Phase 2 Subphase 4 Iteration 1 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 2 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 3 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 4 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 5 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 6 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 7 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 8 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 9 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 10 Progress: 45%\n",
      "theta -1.2051  0.7337 -0.0796  0.0000  0.1208  0.0000 -0.0195  0.0000  0.0000 \n",
      "ac  0.02422 -0.04967 -0.00441  0.92465  0.01919  0.88461  0.01195  0.86798  0.86276 \n",
      "theta: -1.2051  0.7337 -0.0796  0.0000  0.1208  0.0000 -0.0195  0.0000  0.0000 \n",
      "\n",
      "Start phase 3 \n",
      "Phase 3 Iteration 500 Progress 85%\n",
      "Phase 3 Iteration 1000 Progress 100%\n",
      "  treatment group_id round player_id earned_wealth       mturk_id endowment\n",
      "1     Endow       35     1         1           110 A2YZ52JQWUS2Z2         4\n",
      "2     Endow       35     1         2            75 A2FS9J42NUQGZ0         6\n",
      "3     Endow       35     1         3            15  ALI92G1065WRG         2\n",
      "4     Endow       35     1         4            40 A2ZEE0T533JG2X         4\n",
      "5     Endow       35     1         5            55 A2Q8SSOT8VLBDT         6\n",
      "6     Endow       35     1         6            15 A2T79473SWZ0L6         2\n",
      "  final_wealth wealth\n",
      "1          110      0\n",
      "2           75      0\n",
      "3           15      0\n",
      "4           40      0\n",
      "5           55      0\n",
      "6           15      0\n",
      "[1] \"Endow-35\"\n",
      "  effectName          include fix   test  initialValue parm\n",
      "1 transitive triplets TRUE    FALSE FALSE          0   0   \n",
      "  effectName    include fix   test  initialValue parm\n",
      "1 endowment ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName      include fix  test  initialValue parm\n",
      "1 endowment alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    185    \n",
      "  effect2\n",
      "1 30     \n",
      "  effectName include fix   test  initialValue parm\n",
      "1 wealth ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName   include fix  test  initialValue parm\n",
      "1 wealth alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    336    \n",
      "  effect2\n",
      "1 30     \n",
      "siena07 will create an output file Endow_35.txt .\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "No X11 device available, forcing use of batch mode\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Start phase 0 \n",
      "theta: -0.889  0.000  0.000  0.000  0.000  0.000  0.000  0.000  0.000 \n",
      "\n",
      "Start phase 1 \n",
      "Phase 1 Iteration 1 Progress: 0%\n",
      "Phase 1 Iteration 2 Progress: 0%\n",
      "Phase 1 Iteration 3 Progress: 0%\n",
      "Phase 1 Iteration 4 Progress: 0%\n",
      "Phase 1 Iteration 5 Progress: 0%\n",
      "Phase 1 Iteration 10 Progress: 0%\n",
      "Phase 1 Iteration 15 Progress: 0%\n",
      "Phase 1 Iteration 20 Progress: 1%\n",
      "Phase 1 Iteration 25 Progress: 1%\n",
      "Phase 1 Iteration 30 Progress: 1%\n",
      "Phase 1 Iteration 35 Progress: 1%\n",
      "Phase 1 Iteration 40 Progress: 1%\n",
      "Phase 1 Iteration 45 Progress: 1%\n",
      "Phase 1 Iteration 50 Progress: 2%\n",
      "theta: -0.912854  0.069099  0.000827  0.000000  0.019037  0.000000 -0.031129  0.000000  0.000000 \n",
      "\n",
      "Start phase 2.1\n",
      "Phase 2 Subphase 1 Iteration 1 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 2 Progress: 15%\n",
      "theta -9.43e-01  1.68e-01  1.79e-05  0.00e+00  4.67e-02  0.00e+00 -7.68e-02  0.00e+00  0.00e+00 \n",
      "ac 1.103 1.266 0.758 7.452 1.107 1.352 1.250 1.017 0.711 \n",
      "Phase 2 Subphase 1 Iteration 3 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 4 Progress: 15%\n",
      "theta -1.0215  0.4362 -0.0119  0.0000  0.1206  0.0000 -0.1985  0.0000  0.0000 \n",
      "ac 1.222 1.373 0.709 7.227 1.186 1.155 1.381 0.871 0.688 \n",
      "Phase 2 Subphase 1 Iteration 5 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 6 Progress: 15%\n",
      "theta -1.0717  0.6037 -0.0371  0.0000  0.1686  0.0000 -0.2823  0.0000  0.0000 \n",
      "ac  1.2627  1.3412  0.8370 -0.0328  1.1231  1.0926  1.3838  0.9198  0.6826 \n",
      "Phase 2 Subphase 1 Iteration 7 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 8 Progress: 15%\n",
      "theta -1.1170  0.7101 -0.0498  0.0000  0.1997  0.0000 -0.3316  0.0000  0.0000 \n",
      "ac 1.25920 1.19490 0.82658 0.00805 1.12001 0.97101 1.38380 0.94644 0.66720 \n",
      "Phase 2 Subphase 1 Iteration 9 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 10 Progress: 15%\n",
      "theta -1.1337  0.7453 -0.0763  0.0000  0.2180  0.0000 -0.3624  0.0000  0.0000 \n",
      "ac 1.1996 1.2088 0.6920 0.0637 1.0445 1.0346 1.3774 0.9409 0.5294 \n",
      "theta -1.115  0.659 -0.075  0.000  0.203  0.000 -0.352  0.000  0.000 \n",
      "ac 0.1456 0.2754 0.0434 0.1887 0.3586 0.9621 0.2404 0.2548 0.1294 \n",
      "theta: -1.115  0.659 -0.075  0.000  0.203  0.000 -0.352  0.000  0.000 \n",
      "\n",
      "Start phase 2.2\n",
      "Phase 2 Subphase 2 Iteration 1 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 2 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 3 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 4 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 5 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 6 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 7 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 8 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 9 Progress: 23%\n",
      "Phase 2 Subphase 2 Iteration 10 Progress: 23%\n",
      "theta -1.1231  0.6544 -0.0665  0.0000  0.2037  0.0000 -0.3533  0.0000  0.0000 \n",
      "ac -0.14157 -0.03116 -0.19893  0.17488 -0.04195  0.90781  0.11050  0.29872 -0.00193 \n",
      "theta: -1.1231  0.6544 -0.0665  0.0000  0.2037  0.0000 -0.3533  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.3\n",
      "Phase 2 Subphase 3 Iteration 1 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 2 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 3 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 4 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 5 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 6 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 7 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 8 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 9 Progress: 32%\n",
      "Phase 2 Subphase 3 Iteration 10 Progress: 32%\n",
      "theta -1.1189  0.6608 -0.0732  0.0000  0.2033  0.0000 -0.3537  0.0000  0.0000 \n",
      "ac -0.02831 -0.00287 -0.06224  0.13165 -0.01203  0.94192 -0.00144  0.12686  0.00951 \n",
      "theta: -1.1189  0.6608 -0.0732  0.0000  0.2033  0.0000 -0.3537  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.4\n",
      "Phase 2 Subphase 4 Iteration 1 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 2 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 3 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 4 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 5 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 6 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 7 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 8 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 9 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 10 Progress: 45%\n",
      "theta -1.1171  0.6532 -0.0708  0.0000  0.2028  0.0000 -0.3527  0.0000  0.0000 \n",
      "ac -0.12526 -0.02906  0.03815 -0.00578 -0.03927  0.90835 -0.01525  0.21486 -0.08984 \n",
      "theta: -1.1171  0.6532 -0.0708  0.0000  0.2028  0.0000 -0.3527  0.0000  0.0000 \n",
      "\n",
      "Start phase 3 \n",
      "Phase 3 Iteration 500 Progress 85%\n",
      "Phase 3 Iteration 1000 Progress 100%\n",
      "  treatment group_id round player_id earned_wealth       mturk_id endowment\n",
      "1     Endow       36     1         1            45 A39MOCMDRIOSJM         4\n",
      "2     Endow       36     1         2            45  ALTRIHXLUK71A         6\n",
      "3     Endow       36     1         3            45  AW02W1A865GT4         2\n",
      "4     Endow       36     1         4            15  AGM458W91EGBK         4\n",
      "5     Endow       36     1         5           110 A35NM2285DUAFH         6\n",
      "6     Endow       36     1         6             0 A1G5UODTVW13MM         2\n",
      "  final_wealth wealth\n",
      "1           45      0\n",
      "2           45      0\n",
      "3           45      0\n",
      "4           15      0\n",
      "5          110      0\n",
      "6            0      0\n",
      "[1] \"Endow-36\"\n",
      "  effectName          include fix   test  initialValue parm\n",
      "1 transitive triplets TRUE    FALSE FALSE          0   0   \n",
      "  effectName    include fix   test  initialValue parm\n",
      "1 endowment ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName      include fix  test  initialValue parm\n",
      "1 endowment alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    185    \n",
      "  effect2\n",
      "1 30     \n",
      "  effectName include fix   test  initialValue parm\n",
      "1 wealth ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName   include fix  test  initialValue parm\n",
      "1 wealth alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    336    \n",
      "  effect2\n",
      "1 30     \n",
      "siena07 will create an output file Endow_36.txt .\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "No X11 device available, forcing use of batch mode\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Start phase 0 \n",
      "theta: -0.942  0.000  0.000  0.000  0.000  0.000  0.000  0.000  0.000 \n",
      "\n",
      "Start phase 1 \n",
      "Phase 1 Iteration 1 Progress: 0%\n",
      "Phase 1 Iteration 2 Progress: 0%\n",
      "Phase 1 Iteration 3 Progress: 0%\n",
      "Phase 1 Iteration 4 Progress: 0%\n",
      "Phase 1 Iteration 5 Progress: 0%\n",
      "Phase 1 Iteration 10 Progress: 0%\n",
      "Phase 1 Iteration 15 Progress: 0%\n",
      "Phase 1 Iteration 20 Progress: 1%\n",
      "Phase 1 Iteration 25 Progress: 1%\n",
      "Phase 1 Iteration 30 Progress: 1%\n",
      "Phase 1 Iteration 35 Progress: 1%\n",
      "Phase 1 Iteration 40 Progress: 1%\n",
      "Phase 1 Iteration 45 Progress: 1%\n",
      "Phase 1 Iteration 50 Progress: 2%\n",
      "theta: -0.9981  0.0677  0.0386  0.0000  0.0224  0.0000 -0.0221  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.1\n",
      "Phase 2 Subphase 1 Iteration 1 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 2 Progress: 15%\n",
      "theta -1.0374  0.1616  0.0569  0.0000  0.0491  0.0000 -0.0415  0.0000  0.0000 \n",
      "ac 0.857 1.397 1.697 1.217 1.246 1.567 1.531 1.132 1.086 \n",
      "Phase 2 Subphase 1 Iteration 3 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 4 Progress: 15%\n",
      "theta -1.175  0.437  0.120  0.000  0.129  0.000 -0.103  0.000  0.000 \n",
      "ac 0.919 1.511 1.661 1.113 1.300 1.250 1.384 1.109 0.982 \n",
      "Phase 2 Subphase 1 Iteration 5 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 6 Progress: 15%\n",
      "theta -1.310  0.636  0.179  0.000  0.190  0.000 -0.152  0.000  0.000 \n",
      "ac 0.847 1.413 0.303 1.146 1.285 1.281 1.289 1.128 1.015 \n",
      "Phase 2 Subphase 1 Iteration 7 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 8 Progress: 15%\n",
      "theta -1.397  0.748  0.174  0.000  0.224  0.000 -0.184  0.000  0.000 \n",
      "ac 0.874 1.377 0.335 1.073 1.283 0.735 1.227 1.099 0.969 \n",
      "Phase 2 Subphase 1 Iteration 9 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 10 Progress: 15%\n",
      "theta -1.462  0.784  0.186  0.000  0.246  0.000 -0.201  0.000  0.000 \n",
      "ac 0.870 1.365 0.491 1.072 1.275 0.636 1.225 1.112 1.017 \n",
      "theta -1.434  0.714  0.170  0.000  0.228  0.000 -0.200  0.000  0.000 \n",
      "ac  0.3852  0.1993 -0.1004  0.6396  0.7870  0.8423  0.0898  0.9078  1.0010 \n",
      "theta: -1.434  0.714  0.170  0.000  0.228  0.000 -0.200  0.000  0.000 \n",
      "\n",
      "Start phase 2.2\n",
      "Phase 2 Subphase 2 Iteration 1 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 2 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 3 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 4 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 5 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 6 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 7 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 8 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 9 Progress: 23%\n",
      "Phase 2 Subphase 2 Iteration 10 Progress: 23%\n",
      "theta -1.425  0.712  0.170  0.000  0.224  0.000 -0.197  0.000  0.000 \n",
      "ac -0.12429 -0.23284 -0.22529  0.66758 -0.15725  0.97098 -0.00856  0.94719  1.00418 \n",
      "theta: -1.425  0.712  0.170  0.000  0.224  0.000 -0.197  0.000  0.000 \n",
      "\n",
      "Start phase 2.3\n",
      "Phase 2 Subphase 3 Iteration 1 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 2 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 3 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 4 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 5 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 6 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 7 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 8 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 9 Progress: 32%\n",
      "Phase 2 Subphase 3 Iteration 10 Progress: 32%\n",
      "theta -1.435  0.711  0.173  0.000  0.228  0.000 -0.199  0.000  0.000 \n",
      "ac -0.0025 -0.0689 -0.0378  0.6663  0.0114  0.8185 -0.1194  0.9680  0.9856 \n",
      "theta: -1.435  0.711  0.173  0.000  0.228  0.000 -0.199  0.000  0.000 \n",
      "\n",
      "Start phase 2.4\n",
      "Phase 2 Subphase 4 Iteration 1 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 2 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 3 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 4 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 5 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 6 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 7 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 8 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 9 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 10 Progress: 45%\n",
      "theta -1.436  0.710  0.174  0.000  0.227  0.000 -0.200  0.000  0.000 \n",
      "ac -0.04413 -0.04792 -0.04482  0.65928  0.00267  0.89187  0.06206  0.95466  0.99907 \n",
      "theta: -1.436  0.710  0.174  0.000  0.227  0.000 -0.200  0.000  0.000 \n",
      "\n",
      "Start phase 3 \n",
      "Phase 3 Iteration 500 Progress 85%\n",
      "Phase 3 Iteration 1000 Progress 100%\n",
      "[1] 4\n",
      "[1] 6\n",
      "[1] 8\n",
      "[1] 9\n",
      "                                    mu-hat mu-se mu-min mu-plus alpha_mu\n",
      "outdegree (density)                 -1.418 0.054 -1.536  -1.301     0.95\n",
      "reciprocity                          0.691 0.057  0.564   0.814     0.95\n",
      "transitive triplets                  0.105 0.041  0.020   0.197     0.95\n",
      "endowment alter                      0.000 0.000  0.000   0.000     0.00\n",
      "endowment ego                        0.150 0.014  0.120   0.181     0.95\n",
      "wealth alter                         0.000 0.000  0.000   0.000     0.00\n",
      "wealth ego                          -0.142 0.042 -0.233  -0.053     0.95\n",
      "int.  endowment alter x reciprocity  0.000 0.000  0.000   0.000     0.00\n",
      "int.  wealth alter x reciprocity     0.000 0.000  0.000   0.000     0.00\n",
      "                                    sigma-hat sigma-min sigma-plus alpha_sigma\n",
      "outdegree (density)                     0.165     0.107      0.282        0.95\n",
      "reciprocity                             0.154     0.070      0.294        0.95\n",
      "transitive triplets                     0.110     0.061      0.203        0.95\n",
      "endowment alter                         0.000     0.000      0.000        0.00\n",
      "endowment ego                           0.038     0.020      0.071        0.95\n",
      "wealth alter                            0.000     0.000      0.000        0.00\n",
      "wealth ego                              0.125     0.079      0.216        0.95\n",
      "int.  endowment alter x reciprocity     0.000     0.000      0.000        0.00\n",
      "int.  wealth alter x reciprocity        0.000     0.000      0.000        0.00\n",
      "                                     N\n",
      "outdegree (density)                 10\n",
      "reciprocity                         10\n",
      "transitive triplets                 10\n",
      "endowment alter                     10\n",
      "endowment ego                       10\n",
      "wealth alter                        10\n",
      "wealth ego                          10\n",
      "int.  endowment alter x reciprocity 10\n",
      "int.  wealth alter x reciprocity    10\n",
      "  treatment group_id round player_id earned_wealth       mturk_id endowment\n",
      "1   No info        4     1         1            70 A3LPHYONE222OY         4\n",
      "2   No info        4     1         2            30 A1FYWSPNO7KN1O         6\n",
      "3   No info        4     1         3            50 A11DJHOJ5CEV4A         2\n",
      "4   No info        4     1         4            30 A3AY0315YWWNXY         4\n",
      "5   No info        4     1         5            25 A3NS31CYXLXTDA         6\n",
      "6   No info        4     1         6            55  AAW7k3kwel2hd         2\n",
      "  final_wealth wealth\n",
      "1           70      0\n",
      "2           30      0\n",
      "3           50      0\n",
      "4           30      0\n",
      "5           25      0\n",
      "6           55      0\n",
      "[1] \"No info-4\"\n",
      "  effectName          include fix   test  initialValue parm\n",
      "1 transitive triplets TRUE    FALSE FALSE          0   0   \n",
      "  effectName    include fix   test  initialValue parm\n",
      "1 endowment ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName      include fix  test  initialValue parm\n",
      "1 endowment alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    185    \n",
      "  effect2\n",
      "1 30     \n",
      "  effectName include fix   test  initialValue parm\n",
      "1 wealth ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName   include fix  test  initialValue parm\n",
      "1 wealth alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    336    \n",
      "  effect2\n",
      "1 30     \n",
      "siena07 will create an output file No info_4.txt .\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "No X11 device available, forcing use of batch mode\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Start phase 0 \n",
      "theta: -0.928  0.000  0.000  0.000  0.000  0.000  0.000  0.000  0.000 \n",
      "\n",
      "Start phase 1 \n",
      "Phase 1 Iteration 1 Progress: 0%\n",
      "Phase 1 Iteration 2 Progress: 0%\n",
      "Phase 1 Iteration 3 Progress: 0%\n",
      "Phase 1 Iteration 4 Progress: 0%\n",
      "Phase 1 Iteration 5 Progress: 0%\n",
      "Phase 1 Iteration 10 Progress: 0%\n",
      "Phase 1 Iteration 15 Progress: 0%\n",
      "Phase 1 Iteration 20 Progress: 1%\n",
      "Phase 1 Iteration 25 Progress: 1%\n",
      "Phase 1 Iteration 30 Progress: 1%\n",
      "Phase 1 Iteration 35 Progress: 1%\n",
      "Phase 1 Iteration 40 Progress: 1%\n",
      "Phase 1 Iteration 45 Progress: 1%\n",
      "Phase 1 Iteration 50 Progress: 2%\n",
      "theta: -0.9622  0.0844  0.0114  0.0000  0.0285  0.0000 -0.0192  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.1\n",
      "Phase 2 Subphase 1 Iteration 1 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 2 Progress: 15%\n",
      "theta -0.9934  0.1878  0.0159  0.0000  0.0580  0.0000 -0.0300  0.0000  0.0000 \n",
      "ac 1.296 1.077 1.104 1.009 1.232 1.078 1.429 0.724 0.108 \n",
      "Phase 2 Subphase 1 Iteration 3 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 4 Progress: 15%\n",
      "theta -1.0866  0.4807  0.0230  0.0000  0.1457  0.0000 -0.0694  0.0000  0.0000 \n",
      "ac 1.030 1.094 1.024 1.154 1.204 0.995 1.379 0.846 0.171 \n",
      "Phase 2 Subphase 1 Iteration 5 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 6 Progress: 15%\n",
      "theta -1.1770  0.6784  0.0311  0.0000  0.2239  0.0000 -0.1118  0.0000  0.0000 \n",
      "ac 0.929 1.030 1.031 1.216 1.190 0.922 0.997 0.813 0.117 \n",
      "Phase 2 Subphase 1 Iteration 7 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 8 Progress: 15%\n",
      "theta -1.2613  0.7999  0.0576  0.0000  0.2692  0.0000 -0.1533  0.0000  0.0000 \n",
      "ac 0.908 0.810 0.519 1.162 1.190 0.961 1.028 0.844 0.274 \n",
      "Phase 2 Subphase 1 Iteration 9 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 10 Progress: 15%\n",
      "theta -1.3015  0.8219  0.0415  0.0000  0.2994  0.0000 -0.1895  0.0000  0.0000 \n",
      "ac 0.921 0.815 0.828 1.136 1.212 0.967 1.099 0.901 0.332 \n",
      "theta -1.2799  0.7622  0.0272  0.0000  0.2856  0.0000 -0.2059  0.0000  0.0000 \n",
      "ac 0.557 0.112 0.112 0.920 0.742 0.228 0.288 0.523 0.394 \n",
      "theta: -1.2799  0.7622  0.0272  0.0000  0.2856  0.0000 -0.2059  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.2\n",
      "Phase 2 Subphase 2 Iteration 1 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 2 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 3 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 4 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 5 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 6 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 7 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 8 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 9 Progress: 23%\n",
      "Phase 2 Subphase 2 Iteration 10 Progress: 23%\n",
      "theta -1.278  0.761  0.024  0.000  0.289  0.000 -0.207  0.000  0.000 \n",
      "ac  0.0772 -0.0593  0.1183  0.9001 -0.0457  0.1546 -0.1501  0.3408  0.4000 \n",
      "theta: -1.278  0.761  0.024  0.000  0.289  0.000 -0.207  0.000  0.000 \n",
      "\n",
      "Start phase 2.3\n",
      "Phase 2 Subphase 3 Iteration 1 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 2 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 3 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 4 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 5 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 6 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 7 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 8 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 9 Progress: 32%\n",
      "Phase 2 Subphase 3 Iteration 10 Progress: 32%\n",
      "theta -1.2822  0.7626  0.0306  0.0000  0.2869  0.0000 -0.2053  0.0000  0.0000 \n",
      "ac  0.0531 -0.0299  0.0460  0.8625 -0.0819  0.1932  0.1428  0.4898  0.4436 \n",
      "theta: -1.2822  0.7626  0.0306  0.0000  0.2869  0.0000 -0.2053  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.4\n",
      "Phase 2 Subphase 4 Iteration 1 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 2 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 3 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 4 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 5 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 6 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 7 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 8 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 9 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 10 Progress: 45%\n",
      "theta -1.2799  0.7609  0.0296  0.0000  0.2853  0.0000 -0.2055  0.0000  0.0000 \n",
      "ac -0.000676  0.048459 -0.043713  0.935918  0.072268  0.257770  0.024800  0.469837  0.447706 \n",
      "theta: -1.2799  0.7609  0.0296  0.0000  0.2853  0.0000 -0.2055  0.0000  0.0000 \n",
      "\n",
      "Start phase 3 \n",
      "Phase 3 Iteration 500 Progress 85%\n",
      "Phase 3 Iteration 1000 Progress 100%\n",
      "  treatment group_id round player_id earned_wealth       mturk_id endowment\n",
      "1   No info       12     1         1            65 A1GL5AQV7VT91U         4\n",
      "2   No info       12     1         2            75 A15CL9A9FVSJDW         6\n",
      "3   No info       12     1         3            20 a3hno6akslw7kd         2\n",
      "4   No info       12     1         4             0  AVPW7AXI9AFSM         4\n",
      "5   No info       12     1         5            75 A304UJAE051J89         6\n",
      "6   No info       12     1         6            45  A6G30K3SIWKZ9         2\n",
      "  final_wealth wealth\n",
      "1           65      0\n",
      "2           75      0\n",
      "3           20      0\n",
      "4            0      0\n",
      "5           75      0\n",
      "6           45      0\n",
      "[1] \"No info-12\"\n",
      "  effectName          include fix   test  initialValue parm\n",
      "1 transitive triplets TRUE    FALSE FALSE          0   0   \n",
      "  effectName    include fix   test  initialValue parm\n",
      "1 endowment ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName      include fix  test  initialValue parm\n",
      "1 endowment alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    185    \n",
      "  effect2\n",
      "1 30     \n",
      "  effectName include fix   test  initialValue parm\n",
      "1 wealth ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName   include fix  test  initialValue parm\n",
      "1 wealth alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    336    \n",
      "  effect2\n",
      "1 30     \n",
      "siena07 will create an output file No info_12.txt .\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "No X11 device available, forcing use of batch mode\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Start phase 0 \n",
      "theta: -1.23  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00 \n",
      "\n",
      "Start phase 1 \n",
      "Phase 1 Iteration 1 Progress: 0%\n",
      "Phase 1 Iteration 2 Progress: 0%\n",
      "Phase 1 Iteration 3 Progress: 0%\n",
      "Phase 1 Iteration 4 Progress: 0%\n",
      "Phase 1 Iteration 5 Progress: 0%\n",
      "Phase 1 Iteration 10 Progress: 0%\n",
      "Phase 1 Iteration 15 Progress: 0%\n",
      "Phase 1 Iteration 20 Progress: 1%\n",
      "Phase 1 Iteration 25 Progress: 1%\n",
      "Phase 1 Iteration 30 Progress: 1%\n",
      "Phase 1 Iteration 35 Progress: 1%\n",
      "Phase 1 Iteration 40 Progress: 1%\n",
      "Phase 1 Iteration 45 Progress: 1%\n",
      "Phase 1 Iteration 50 Progress: 2%\n",
      "theta: -1.27797  0.14354  0.03175  0.00000  0.00268  0.00000  0.00480  0.00000  0.00000 \n",
      "\n",
      "Start phase 2.1\n",
      "Phase 2 Subphase 1 Iteration 1 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 2 Progress: 15%\n",
      "theta -1.3335  0.3305  0.0482  0.0000  0.0134  0.0000  0.0102  0.0000  0.0000 \n",
      "ac  1.23  1.25  2.05  5.84  1.63  1.87  1.69  1.97 94.64 \n",
      "Phase 2 Subphase 1 Iteration 3 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 4 Progress: 15%\n",
      "theta -1.4931  0.8430  0.1018  0.0000  0.0340  0.0000  0.0275  0.0000  0.0000 \n",
      "ac 1.17 1.26 2.35 2.78 1.40 2.01 1.11 1.35 2.60 \n",
      "Phase 2 Subphase 1 Iteration 5 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 6 Progress: 15%\n",
      "theta -1.6280  1.1916  0.1727  0.0000  0.0528  0.0000  0.0229  0.0000  0.0000 \n",
      "ac 1.078 1.232 0.397 0.763 1.406 0.796 0.948 1.358 0.563 \n",
      "Phase 2 Subphase 1 Iteration 7 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 8 Progress: 15%\n",
      "theta -1.7144  1.3159  0.1516  0.0000  0.0590  0.0000  0.0354  0.0000  0.0000 \n",
      "ac  1.104  1.290 -0.340  0.300  0.999  0.569  0.962  1.367 -0.107 \n",
      "Phase 2 Subphase 1 Iteration 9 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 10 Progress: 15%\n",
      "theta -1.7745  1.3487  0.2023  0.0000  0.0721  0.0000  0.0477  0.0000  0.0000 \n",
      "ac  1.096  1.272 -0.249  0.364  0.998  0.645  0.939  1.315 -0.393 \n",
      "theta -1.7197  1.2186  0.1968  0.0000  0.0586  0.0000  0.0400  0.0000  0.0000 \n",
      "ac  0.4157  0.2269  0.0320  0.6812  0.1866  0.8320 -0.0219  0.5564  0.1256 \n",
      "theta: -1.7197  1.2186  0.1968  0.0000  0.0586  0.0000  0.0400  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.2\n",
      "Phase 2 Subphase 2 Iteration 1 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 2 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 3 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 4 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 5 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 6 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 7 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 8 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 9 Progress: 23%\n",
      "Phase 2 Subphase 2 Iteration 10 Progress: 23%\n",
      "theta -1.7225  1.2174  0.2062  0.0000  0.0601  0.0000  0.0423  0.0000  0.0000 \n",
      "ac -0.0633 -0.2200 -0.1717  0.4511 -0.0334  0.7478 -0.0234  0.5387  0.0706 \n",
      "theta: -1.7225  1.2174  0.2062  0.0000  0.0601  0.0000  0.0423  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.3\n",
      "Phase 2 Subphase 3 Iteration 1 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 2 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 3 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 4 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 5 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 6 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 7 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 8 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 9 Progress: 32%\n",
      "Phase 2 Subphase 3 Iteration 10 Progress: 32%\n",
      "theta -1.7201  1.2162  0.2009  0.0000  0.0571  0.0000  0.0414  0.0000  0.0000 \n",
      "ac -0.00895 -0.05807 -0.12377  0.55502 -0.16547  0.75497 -0.00268  0.58554  0.06661 \n",
      "theta: -1.7201  1.2162  0.2009  0.0000  0.0571  0.0000  0.0414  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.4\n",
      "Phase 2 Subphase 4 Iteration 1 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 2 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 3 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 4 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 5 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 6 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 7 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 8 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 9 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 10 Progress: 45%\n",
      "theta -1.7196  1.2173  0.1997  0.0000  0.0578  0.0000  0.0400  0.0000  0.0000 \n",
      "ac  0.06066 -0.03587 -0.00926  0.71497  0.06408  0.81720 -0.00883  0.48898  0.08468 \n",
      "theta: -1.7196  1.2173  0.1997  0.0000  0.0578  0.0000  0.0400  0.0000  0.0000 \n",
      "\n",
      "Start phase 3 \n",
      "Phase 3 Iteration 500 Progress 85%\n",
      "Phase 3 Iteration 1000 Progress 100%\n",
      "  treatment group_id round player_id earned_wealth       mturk_id endowment\n",
      "1   No info       19     1         1            70 A1RWXE4FE0N6SS         4\n",
      "2   No info       19     1         2            35 A2GKX7OV3D8A3T         6\n",
      "3   No info       19     1         3            35  A2FEPNA8OA1UE         2\n",
      "4   No info       19     1         4            30 A189V9652OVX56         4\n",
      "5   No info       19     1         5            25 A29SMGPDP7K9NU         6\n",
      "6   No info       19     1         6            40 A1HAOXJVRYT43K         2\n",
      "  final_wealth wealth\n",
      "1           70      0\n",
      "2           35      0\n",
      "3           35      0\n",
      "4           30      0\n",
      "5           25      0\n",
      "6           40      0\n",
      "[1] \"No info-19\"\n",
      "  effectName          include fix   test  initialValue parm\n",
      "1 transitive triplets TRUE    FALSE FALSE          0   0   \n",
      "  effectName    include fix   test  initialValue parm\n",
      "1 endowment ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName      include fix  test  initialValue parm\n",
      "1 endowment alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    185    \n",
      "  effect2\n",
      "1 30     \n",
      "  effectName include fix   test  initialValue parm\n",
      "1 wealth ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName   include fix  test  initialValue parm\n",
      "1 wealth alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    336    \n",
      "  effect2\n",
      "1 30     \n",
      "siena07 will create an output file No info_19.txt .\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "No X11 device available, forcing use of batch mode\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Start phase 0 \n",
      "theta: -0.978  0.000  0.000  0.000  0.000  0.000  0.000  0.000  0.000 \n",
      "\n",
      "Start phase 1 \n",
      "Phase 1 Iteration 1 Progress: 0%\n",
      "Phase 1 Iteration 2 Progress: 0%\n",
      "Phase 1 Iteration 3 Progress: 0%\n",
      "Phase 1 Iteration 4 Progress: 0%\n",
      "Phase 1 Iteration 5 Progress: 0%\n",
      "Phase 1 Iteration 10 Progress: 0%\n",
      "Phase 1 Iteration 15 Progress: 0%\n",
      "Phase 1 Iteration 20 Progress: 1%\n",
      "Phase 1 Iteration 25 Progress: 1%\n",
      "Phase 1 Iteration 30 Progress: 1%\n",
      "Phase 1 Iteration 35 Progress: 1%\n",
      "Phase 1 Iteration 40 Progress: 1%\n",
      "Phase 1 Iteration 45 Progress: 1%\n",
      "Phase 1 Iteration 50 Progress: 2%\n",
      "theta: -1.0221  0.0808  0.0177  0.0000  0.0292  0.0000 -0.0198  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.1\n",
      "Phase 2 Subphase 1 Iteration 1 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 2 Progress: 15%\n",
      "theta -1.0602  0.1769  0.0207  0.0000  0.0625  0.0000 -0.0405  0.0000  0.0000 \n",
      "ac  1.25011  1.29963  4.29934  1.38921  1.14159 -0.11813 -0.00278  1.40663  0.59697 \n",
      "Phase 2 Subphase 1 Iteration 3 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 4 Progress: 15%\n",
      "theta -1.1731  0.4441  0.0331  0.0000  0.1625  0.0000 -0.1046  0.0000  0.0000 \n",
      "ac  1.3028  1.2375  4.2824  0.9491  1.2110 -0.0328  0.2020  1.2831  0.8978 \n",
      "Phase 2 Subphase 1 Iteration 5 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 6 Progress: 15%\n",
      "theta -1.2745  0.6562  0.0362  0.0000  0.2413  0.0000 -0.1607  0.0000  0.0000 \n",
      "ac  1.4396  1.2043  1.8061  0.8895  1.2261 -0.0431  0.6964  1.2103  0.7231 \n",
      "Phase 2 Subphase 1 Iteration 7 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 8 Progress: 15%\n",
      "theta -1.32785  0.76092  0.00945  0.00000  0.29193  0.00000 -0.20601  0.00000  0.00000 \n",
      "ac 1.354 1.109 1.348 0.884 1.225 0.246 0.642 1.217 0.839 \n",
      "Phase 2 Subphase 1 Iteration 9 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 10 Progress: 15%\n",
      "theta -1.3747  0.8126 -0.0094  0.0000  0.3231  0.0000 -0.2378  0.0000  0.0000 \n",
      "ac 1.371 1.082 1.365 0.967 1.206 0.172 0.955 1.221 0.803 \n",
      "theta -1.3684  0.7973 -0.0286  0.0000  0.3111  0.0000 -0.2506  0.0000  0.0000 \n",
      "ac  0.4527  0.0811  0.1295  0.9171  0.7269  0.1413 -0.1917  0.7466  0.8940 \n",
      "theta: -1.3684  0.7973 -0.0286  0.0000  0.3111  0.0000 -0.2506  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.2\n",
      "Phase 2 Subphase 2 Iteration 1 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 2 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 3 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 4 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 5 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 6 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 7 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 8 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 9 Progress: 23%\n",
      "Phase 2 Subphase 2 Iteration 10 Progress: 23%\n",
      "theta -1.3610  0.7880 -0.0344  0.0000  0.3130  0.0000 -0.2560  0.0000  0.0000 \n",
      "ac -0.1037 -0.1171 -0.0609  0.9537  0.0830  0.2375  0.0626  0.7533  0.8999 \n",
      "theta: -1.3610  0.7880 -0.0344  0.0000  0.3130  0.0000 -0.2560  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.3\n",
      "Phase 2 Subphase 3 Iteration 1 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 2 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 3 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 4 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 5 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 6 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 7 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 8 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 9 Progress: 32%\n",
      "Phase 2 Subphase 3 Iteration 10 Progress: 32%\n",
      "theta -1.3656  0.7899 -0.0283  0.0000  0.3110  0.0000 -0.2571  0.0000  0.0000 \n",
      "ac -0.0348 -0.0012 -0.0579  0.8445 -0.0778  0.2707 -0.0293  0.6209  0.8871 \n",
      "theta: -1.3656  0.7899 -0.0283  0.0000  0.3110  0.0000 -0.2571  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.4\n",
      "Phase 2 Subphase 4 Iteration 1 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 2 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 3 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 4 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 5 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 6 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 7 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 8 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 9 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 10 Progress: 45%\n",
      "theta -1.362  0.792 -0.035  0.000  0.311  0.000 -0.252  0.000  0.000 \n",
      "ac  0.01553  0.05445 -0.00794  0.91312  0.03438  0.25123 -0.00284  0.76384  0.91334 \n",
      "theta: -1.362  0.792 -0.035  0.000  0.311  0.000 -0.252  0.000  0.000 \n",
      "\n",
      "Start phase 3 \n",
      "Phase 3 Iteration 500 Progress 85%\n",
      "Phase 3 Iteration 1000 Progress 100%\n",
      "  treatment group_id round player_id earned_wealth       mturk_id endowment\n",
      "1   No info       25     1         1            45  A9D3O0RAZ1E2V         4\n",
      "2   No info       25     1         2            40  AOMFEAWQHU3D8         6\n",
      "3   No info       25     1         3            55 A3FQDPUAXJB0BS         2\n",
      "4   No info       25     1         4            30 A2N9U74YIPDQ9F         4\n",
      "5   No info       25     1         5            15 A2WQTNO91C05GC         2\n",
      "6   No info       25     1         6            55 A19OCD2Q0K2U6M         2\n",
      "  final_wealth wealth\n",
      "1           45      0\n",
      "2           40      0\n",
      "3           55      0\n",
      "4           30      0\n",
      "5           15      0\n",
      "6           55      0\n",
      "[1] \"No info-25\"\n",
      "  effectName          include fix   test  initialValue parm\n",
      "1 transitive triplets TRUE    FALSE FALSE          0   0   \n",
      "  effectName    include fix   test  initialValue parm\n",
      "1 endowment ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName      include fix  test  initialValue parm\n",
      "1 endowment alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    185    \n",
      "  effect2\n",
      "1 30     \n",
      "  effectName include fix   test  initialValue parm\n",
      "1 wealth ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName   include fix  test  initialValue parm\n",
      "1 wealth alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    336    \n",
      "  effect2\n",
      "1 30     \n",
      "siena07 will create an output file No info_25.txt .\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "No X11 device available, forcing use of batch mode\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Start phase 0 \n",
      "theta: -1.14  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00 \n",
      "\n",
      "Start phase 1 \n",
      "Phase 1 Iteration 1 Progress: 0%\n",
      "Phase 1 Iteration 2 Progress: 0%\n",
      "Phase 1 Iteration 3 Progress: 0%\n",
      "Phase 1 Iteration 4 Progress: 0%\n",
      "Phase 1 Iteration 5 Progress: 0%\n",
      "Phase 1 Iteration 10 Progress: 0%\n",
      "Phase 1 Iteration 15 Progress: 0%\n",
      "Phase 1 Iteration 20 Progress: 1%\n",
      "Phase 1 Iteration 25 Progress: 1%\n",
      "Phase 1 Iteration 30 Progress: 1%\n",
      "Phase 1 Iteration 35 Progress: 1%\n",
      "Phase 1 Iteration 40 Progress: 1%\n",
      "Phase 1 Iteration 45 Progress: 1%\n",
      "Phase 1 Iteration 50 Progress: 2%\n",
      "theta: -1.1783  0.0756  0.0229  0.0000  0.0163  0.0000 -0.0124  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.1\n",
      "Phase 2 Subphase 1 Iteration 1 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 2 Progress: 15%\n",
      "theta -1.2265  0.1772  0.0348  0.0000  0.0501  0.0000 -0.0346  0.0000  0.0000 \n",
      "ac 1.021 0.985 0.801 0.237 1.499 1.004 1.011 0.906 0.801 \n",
      "Phase 2 Subphase 1 Iteration 3 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 4 Progress: 15%\n",
      "theta -1.3560  0.4737  0.0776  0.0000  0.1232  0.0000 -0.0829  0.0000  0.0000 \n",
      "ac 0.997 1.156 0.789 0.464 1.494 1.060 0.926 0.756 0.889 \n",
      "Phase 2 Subphase 1 Iteration 5 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 6 Progress: 15%\n",
      "theta -1.460  0.649  0.132  0.000  0.170  0.000 -0.109  0.000  0.000 \n",
      "ac 1.050 1.076 0.946 0.467 1.495 1.041 0.977 1.051 0.789 \n",
      "Phase 2 Subphase 1 Iteration 7 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 8 Progress: 15%\n",
      "theta -1.527  0.757  0.164  0.000  0.192  0.000 -0.117  0.000  0.000 \n",
      "ac 1.043 1.098 0.698 0.433 1.496 1.024 0.977 0.895 0.794 \n",
      "Phase 2 Subphase 1 Iteration 9 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 10 Progress: 15%\n",
      "theta -1.558  0.806  0.167  0.000  0.208  0.000 -0.122  0.000  0.000 \n",
      "ac 1.023 0.656 0.571 0.527 1.482 1.009 0.969 0.814 0.779 \n",
      "theta -1.482  0.629  0.124  0.000  0.176  0.000 -0.111  0.000  0.000 \n",
      "ac  0.3314  0.0242  0.0530  0.2947  0.4707  0.9117 -0.0357  0.8759  0.8322 \n",
      "theta: -1.482  0.629  0.124  0.000  0.176  0.000 -0.111  0.000  0.000 \n",
      "\n",
      "Start phase 2.2\n",
      "Phase 2 Subphase 2 Iteration 1 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 2 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 3 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 4 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 5 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 6 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 7 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 8 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 9 Progress: 23%\n",
      "Phase 2 Subphase 2 Iteration 10 Progress: 23%\n",
      "theta -1.485  0.628  0.125  0.000  0.177  0.000 -0.111  0.000  0.000 \n",
      "ac -0.0569  0.0482  0.0212  0.3775  0.0374  0.8929 -0.1844  0.8634  0.8983 \n",
      "theta: -1.485  0.628  0.125  0.000  0.177  0.000 -0.111  0.000  0.000 \n",
      "\n",
      "Start phase 2.3\n",
      "Phase 2 Subphase 3 Iteration 1 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 2 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 3 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 4 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 5 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 6 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 7 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 8 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 9 Progress: 32%\n",
      "Phase 2 Subphase 3 Iteration 10 Progress: 32%\n",
      "theta -1.480  0.627  0.120  0.000  0.177  0.000 -0.113  0.000  0.000 \n",
      "ac -0.1278 -0.0563 -0.0440  0.3659  0.0230  0.8962 -0.1452  0.8467  0.8943 \n",
      "theta: -1.480  0.627  0.120  0.000  0.177  0.000 -0.113  0.000  0.000 \n",
      "\n",
      "Start phase 2.4\n",
      "Phase 2 Subphase 4 Iteration 1 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 2 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 3 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 4 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 5 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 6 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 7 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 8 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 9 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 10 Progress: 45%\n",
      "theta -1.480  0.623  0.114  0.000  0.179  0.000 -0.112  0.000  0.000 \n",
      "ac  0.0768  0.0275  0.0431  0.4029 -0.0088  0.9180 -0.0334  0.8840  0.9385 \n",
      "theta: -1.480  0.623  0.114  0.000  0.179  0.000 -0.112  0.000  0.000 \n",
      "\n",
      "Start phase 3 \n",
      "Phase 3 Iteration 500 Progress 85%\n",
      "Phase 3 Iteration 1000 Progress 100%\n",
      "  treatment group_id round player_id earned_wealth       mturk_id endowment\n",
      "1   No info       27     1         1            10 A1A1A9UHNQCI9Y         4\n",
      "2   No info       27     1         2           105 A2IWEG5LM0PTIC         6\n",
      "3   No info       27     1         3            45 A2J8W7XWSLNLPB         2\n",
      "4   No info       27     1         4            25 A1HKB73TUJ5Z42         4\n",
      "5   No info       27     1         5            30 A2BIH4XUWQKM0W         6\n",
      "6   No info       27     1         6            55 A3IDG9C18BCATK         2\n",
      "  final_wealth wealth\n",
      "1           10      0\n",
      "2          105      0\n",
      "3           45      0\n",
      "4           25      0\n",
      "5           30      0\n",
      "6           55      0\n",
      "[1] \"No info-27\"\n",
      "  effectName          include fix   test  initialValue parm\n",
      "1 transitive triplets TRUE    FALSE FALSE          0   0   \n",
      "  effectName    include fix   test  initialValue parm\n",
      "1 endowment ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName      include fix  test  initialValue parm\n",
      "1 endowment alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    185    \n",
      "  effect2\n",
      "1 30     \n",
      "  effectName include fix   test  initialValue parm\n",
      "1 wealth ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName   include fix  test  initialValue parm\n",
      "1 wealth alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    336    \n",
      "  effect2\n",
      "1 30     \n",
      "siena07 will create an output file No info_27.txt .\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "No X11 device available, forcing use of batch mode\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Start phase 0 \n",
      "theta: -1.04  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00 \n",
      "\n",
      "Start phase 1 \n",
      "Phase 1 Iteration 1 Progress: 0%\n",
      "Phase 1 Iteration 2 Progress: 0%\n",
      "Phase 1 Iteration 3 Progress: 0%\n",
      "Phase 1 Iteration 4 Progress: 0%\n",
      "Phase 1 Iteration 5 Progress: 0%\n",
      "Phase 1 Iteration 10 Progress: 0%\n",
      "Phase 1 Iteration 15 Progress: 0%\n",
      "Phase 1 Iteration 20 Progress: 1%\n",
      "Phase 1 Iteration 25 Progress: 1%\n",
      "Phase 1 Iteration 30 Progress: 1%\n",
      "Phase 1 Iteration 35 Progress: 1%\n",
      "Phase 1 Iteration 40 Progress: 1%\n",
      "Phase 1 Iteration 45 Progress: 1%\n",
      "Phase 1 Iteration 50 Progress: 2%\n",
      "theta: -1.07533  0.10051  0.01104  0.00000  0.01389  0.00000  0.00509  0.00000  0.00000 \n",
      "\n",
      "Start phase 2.1\n",
      "Phase 2 Subphase 1 Iteration 1 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 2 Progress: 15%\n",
      "theta -1.1160  0.2242 -0.0104  0.0000  0.0372  0.0000  0.0207  0.0000  0.0000 \n",
      "ac  1.372  0.732 13.769  1.318  1.007  0.869  0.935  1.240  1.082 \n",
      "Phase 2 Subphase 1 Iteration 3 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 4 Progress: 15%\n",
      "theta -1.24533  0.59073 -0.00418  0.00000  0.09961  0.00000  0.05943  0.00000  0.00000 \n",
      "ac 1.377 0.820 2.490 1.104 1.100 1.207 0.982 1.275 1.215 \n",
      "Phase 2 Subphase 1 Iteration 5 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 6 Progress: 15%\n",
      "theta -1.3469  0.7975  0.0161  0.0000  0.1382  0.0000  0.0838  0.0000  0.0000 \n",
      "ac 1.437 0.769 1.223 1.117 1.087 1.272 0.936 1.223 1.110 \n",
      "Phase 2 Subphase 1 Iteration 7 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 8 Progress: 15%\n",
      "theta -1.4170  0.9413  0.0222  0.0000  0.1577  0.0000  0.0938  0.0000  0.0000 \n",
      "ac 1.450 0.737 1.263 1.147 1.084 0.468 0.898 1.166 1.046 \n",
      "Phase 2 Subphase 1 Iteration 9 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 10 Progress: 15%\n",
      "theta -1.4429  0.9589  0.0243  0.0000  0.1672  0.0000  0.0907  0.0000  0.0000 \n",
      "ac 1.263 0.755 1.230 1.185 1.091 0.483 0.917 0.944 1.048 \n",
      "theta -1.4295  0.8710  0.0613  0.0000  0.1520  0.0000  0.0513  0.0000  0.0000 \n",
      "ac  0.279  0.123 -0.178  0.925  0.566  0.642  0.241  0.274  0.541 \n",
      "theta: -1.4295  0.8710  0.0613  0.0000  0.1520  0.0000  0.0513  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.2\n",
      "Phase 2 Subphase 2 Iteration 1 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 2 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 3 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 4 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 5 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 6 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 7 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 8 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 9 Progress: 23%\n",
      "Phase 2 Subphase 2 Iteration 10 Progress: 23%\n",
      "theta -1.4325  0.8701  0.0703  0.0000  0.1489  0.0000  0.0511  0.0000  0.0000 \n",
      "ac  0.0375  0.0377  0.0289  0.9231 -0.1488  0.5213  0.0579  0.2160  0.5631 \n",
      "theta: -1.4325  0.8701  0.0703  0.0000  0.1489  0.0000  0.0511  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.3\n",
      "Phase 2 Subphase 3 Iteration 1 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 2 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 3 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 4 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 5 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 6 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 7 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 8 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 9 Progress: 32%\n",
      "Phase 2 Subphase 3 Iteration 10 Progress: 32%\n",
      "theta -1.4380  0.8819  0.0690  0.0000  0.1516  0.0000  0.0536  0.0000  0.0000 \n",
      "ac  0.12349  0.01357 -0.10508  0.87293  0.00797  0.62871 -0.07653  0.06778  0.49272 \n",
      "theta: -1.4380  0.8819  0.0690  0.0000  0.1516  0.0000  0.0536  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.4\n",
      "Phase 2 Subphase 4 Iteration 1 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 2 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 3 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 4 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 5 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 6 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 7 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 8 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 9 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 10 Progress: 45%\n",
      "theta -1.4324  0.8758  0.0640  0.0000  0.1518  0.0000  0.0522  0.0000  0.0000 \n",
      "ac -0.0167  0.0411 -0.0257  0.8965 -0.0362  0.5767 -0.1023  0.0229  0.5525 \n",
      "theta: -1.4324  0.8758  0.0640  0.0000  0.1518  0.0000  0.0522  0.0000  0.0000 \n",
      "\n",
      "Start phase 3 \n",
      "Phase 3 Iteration 500 Progress 85%\n",
      "Phase 3 Iteration 1000 Progress 100%\n",
      "  treatment group_id round player_id earned_wealth       mturk_id endowment\n",
      "1   No info       29     1         1            35 A3BNG99AB72EPA         4\n",
      "2   No info       29     1         2            70  ADKBTSKPX195Q         6\n",
      "3   No info       29     1         3            30 A3TQD8CNO16IZK         2\n",
      "4   No info       29     1         4            30 A2TCX20FIMNWSS         4\n",
      "5   No info       29     1         5            80 A2MWAXV1YRK5GH         6\n",
      "6   No info       29     1         6            40 A2XGVGSG5WR173         2\n",
      "  final_wealth wealth\n",
      "1           35      0\n",
      "2           70      0\n",
      "3           30      0\n",
      "4           30      0\n",
      "5           80      0\n",
      "6           40      0\n",
      "[1] \"No info-29\"\n",
      "  effectName          include fix   test  initialValue parm\n",
      "1 transitive triplets TRUE    FALSE FALSE          0   0   \n",
      "  effectName    include fix   test  initialValue parm\n",
      "1 endowment ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName      include fix  test  initialValue parm\n",
      "1 endowment alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    185    \n",
      "  effect2\n",
      "1 30     \n",
      "  effectName include fix   test  initialValue parm\n",
      "1 wealth ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName   include fix  test  initialValue parm\n",
      "1 wealth alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    336    \n",
      "  effect2\n",
      "1 30     \n",
      "siena07 will create an output file No info_29.txt .\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "No X11 device available, forcing use of batch mode\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Start phase 0 \n",
      "theta: -1.09  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00 \n",
      "\n",
      "Start phase 1 \n",
      "Phase 1 Iteration 1 Progress: 0%\n",
      "Phase 1 Iteration 2 Progress: 0%\n",
      "Phase 1 Iteration 3 Progress: 0%\n",
      "Phase 1 Iteration 4 Progress: 0%\n",
      "Phase 1 Iteration 5 Progress: 0%\n",
      "Phase 1 Iteration 10 Progress: 0%\n",
      "Phase 1 Iteration 15 Progress: 0%\n",
      "Phase 1 Iteration 20 Progress: 1%\n",
      "Phase 1 Iteration 25 Progress: 1%\n",
      "Phase 1 Iteration 30 Progress: 1%\n",
      "Phase 1 Iteration 35 Progress: 1%\n",
      "Phase 1 Iteration 40 Progress: 1%\n",
      "Phase 1 Iteration 45 Progress: 1%\n",
      "Phase 1 Iteration 50 Progress: 2%\n",
      "theta: -1.13424  0.09378  0.04374  0.00000  0.00241  0.00000  0.01433  0.00000  0.00000 \n",
      "\n",
      "Start phase 2.1\n",
      "Phase 2 Subphase 1 Iteration 1 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 2 Progress: 15%\n",
      "theta -1.18822  0.23558  0.08477  0.00000  0.00798  0.00000  0.04207  0.00000  0.00000 \n",
      "ac 0.935 0.955 1.577 0.524 1.419 0.925 1.648 1.045 1.132 \n",
      "Phase 2 Subphase 1 Iteration 3 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 4 Progress: 15%\n",
      "theta -1.3426  0.6231  0.1787  0.0000  0.0201  0.0000  0.1017  0.0000  0.0000 \n",
      "ac 1.033 0.950 1.220 0.683 1.477 0.890 1.526 0.943 1.005 \n",
      "Phase 2 Subphase 1 Iteration 5 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 6 Progress: 15%\n",
      "theta -1.4639  0.8494  0.2018  0.0000  0.0235  0.0000  0.1669  0.0000  0.0000 \n",
      "ac  1.1703  0.9029 -0.0334  0.7414  1.4198  0.7549  1.5690  0.9730  0.9921 \n",
      "Phase 2 Subphase 1 Iteration 7 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 8 Progress: 15%\n",
      "theta -1.5430  0.9592  0.2384  0.0000  0.0294  0.0000  0.1843  0.0000  0.0000 \n",
      "ac 1.168 0.940 0.371 0.668 1.123 0.735 1.605 0.954 0.967 \n",
      "Phase 2 Subphase 1 Iteration 9 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 10 Progress: 15%\n",
      "theta -1.5809  0.9706  0.2124  0.0000  0.0303  0.0000  0.1920  0.0000  0.0000 \n",
      "ac  1.173  0.945 -0.757  0.506  1.108  0.591  1.577  0.839  0.881 \n",
      "theta -1.5700  0.9177  0.2474  0.0000  0.0247  0.0000  0.1892  0.0000  0.0000 \n",
      "ac  0.366  0.291 -0.261  0.107  0.277  0.712  0.215  0.926  0.834 \n",
      "theta: -1.5700  0.9177  0.2474  0.0000  0.0247  0.0000  0.1892  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.2\n",
      "Phase 2 Subphase 2 Iteration 1 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 2 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 3 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 4 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 5 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 6 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 7 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 8 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 9 Progress: 23%\n",
      "Phase 2 Subphase 2 Iteration 10 Progress: 23%\n",
      "theta -1.5716  0.9205  0.2501  0.0000  0.0245  0.0000  0.1875  0.0000  0.0000 \n",
      "ac  0.04410 -0.03659 -0.14316 -0.05687 -0.00934  0.67299 -0.06203  0.90619  0.77686 \n",
      "theta: -1.5716  0.9205  0.2501  0.0000  0.0245  0.0000  0.1875  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.3\n",
      "Phase 2 Subphase 3 Iteration 1 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 2 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 3 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 4 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 5 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 6 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 7 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 8 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 9 Progress: 32%\n",
      "Phase 2 Subphase 3 Iteration 10 Progress: 32%\n",
      "theta -1.5661  0.9136  0.2474  0.0000  0.0266  0.0000  0.1867  0.0000  0.0000 \n",
      "ac -0.0581 -0.1919 -0.0738  0.0165 -0.0763  0.7443 -0.0426  0.9098  0.8284 \n",
      "theta: -1.5661  0.9136  0.2474  0.0000  0.0266  0.0000  0.1867  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.4\n",
      "Phase 2 Subphase 4 Iteration 1 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 2 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 3 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 4 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 5 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 6 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 7 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 8 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 9 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 10 Progress: 45%\n",
      "theta -1.5677  0.9135  0.2495  0.0000  0.0246  0.0000  0.1875  0.0000  0.0000 \n",
      "ac -0.05719 -0.00328  0.04207  0.05111 -0.02141  0.76628 -0.05118  0.92822  0.81994 \n",
      "theta: -1.5677  0.9135  0.2495  0.0000  0.0246  0.0000  0.1875  0.0000  0.0000 \n",
      "\n",
      "Start phase 3 \n",
      "Phase 3 Iteration 500 Progress 85%\n",
      "Phase 3 Iteration 1000 Progress 100%\n",
      "  treatment group_id round player_id earned_wealth       mturk_id endowment\n",
      "1   No info       37     1         1            85 A1QGBYG8FAN98B         4\n",
      "2   No info       37     1         2            40 a1tjzftcyx4asu         6\n",
      "3   No info       37     1         3            15 A2VQJP2NB4L3G9         2\n",
      "4   No info       37     1         4            40 A2LZ8CUUOZK2NG         4\n",
      "5   No info       37     1         5            50  A1MJHGH55K3O0         6\n",
      "6   No info       37     1         6            40 A3USP1ZP069KCK         2\n",
      "  final_wealth wealth\n",
      "1           85      0\n",
      "2           40      0\n",
      "3           15      0\n",
      "4           40      0\n",
      "5           50      0\n",
      "6           40      0\n",
      "[1] \"No info-37\"\n",
      "  effectName          include fix   test  initialValue parm\n",
      "1 transitive triplets TRUE    FALSE FALSE          0   0   \n",
      "  effectName    include fix   test  initialValue parm\n",
      "1 endowment ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName      include fix  test  initialValue parm\n",
      "1 endowment alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    185    \n",
      "  effect2\n",
      "1 30     \n",
      "  effectName include fix   test  initialValue parm\n",
      "1 wealth ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName   include fix  test  initialValue parm\n",
      "1 wealth alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    336    \n",
      "  effect2\n",
      "1 30     \n",
      "siena07 will create an output file No info_37.txt .\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "No X11 device available, forcing use of batch mode\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Start phase 0 \n",
      "theta: -1.16  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00 \n",
      "\n",
      "Start phase 1 \n",
      "Phase 1 Iteration 1 Progress: 0%\n",
      "Phase 1 Iteration 2 Progress: 0%\n",
      "Phase 1 Iteration 3 Progress: 0%\n",
      "Phase 1 Iteration 4 Progress: 0%\n",
      "Phase 1 Iteration 5 Progress: 0%\n",
      "Phase 1 Iteration 10 Progress: 0%\n",
      "Phase 1 Iteration 15 Progress: 0%\n",
      "Phase 1 Iteration 20 Progress: 1%\n",
      "Phase 1 Iteration 25 Progress: 1%\n",
      "Phase 1 Iteration 30 Progress: 1%\n",
      "Phase 1 Iteration 35 Progress: 1%\n",
      "Phase 1 Iteration 40 Progress: 1%\n",
      "Phase 1 Iteration 45 Progress: 1%\n",
      "Phase 1 Iteration 50 Progress: 2%\n",
      "theta: -1.22474  0.15027  0.05365  0.00000  0.00352  0.00000 -0.00739  0.00000  0.00000 \n",
      "\n",
      "Start phase 2.1\n",
      "Phase 2 Subphase 1 Iteration 1 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 2 Progress: 15%\n",
      "theta -1.29144  0.31880  0.10043  0.00000  0.00904  0.00000 -0.01107  0.00000  0.00000 \n",
      "ac 1.336 1.206 0.770 1.599 1.165 0.784 0.356 0.807 1.195 \n",
      "Phase 2 Subphase 1 Iteration 3 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 4 Progress: 15%\n",
      "theta -1.4843  0.8050  0.2425  0.0000  0.0248  0.0000 -0.0392  0.0000  0.0000 \n",
      "ac 1.244 1.285 0.657 1.412 1.167 0.802 0.618 0.813 1.094 \n",
      "Phase 2 Subphase 1 Iteration 5 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 6 Progress: 15%\n",
      "theta -1.6533  1.1341  0.3364  0.0000  0.0278  0.0000 -0.0621  0.0000  0.0000 \n",
      "ac 1.413 1.287 0.968 0.706 1.467 0.869 0.860 1.016 0.828 \n",
      "Phase 2 Subphase 1 Iteration 7 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 8 Progress: 15%\n",
      "theta -1.7615  1.2850  0.4143  0.0000  0.0324  0.0000 -0.0903  0.0000  0.0000 \n",
      "ac 1.328 1.124 0.199 0.940 1.278 0.882 0.857 1.067 0.771 \n",
      "Phase 2 Subphase 1 Iteration 9 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 10 Progress: 15%\n",
      "theta -1.8165  1.3226  0.4053  0.0000  0.0448  0.0000 -0.1166  0.0000  0.0000 \n",
      "ac 1.318 1.064 0.228 0.749 0.991 0.787 0.755 0.767 0.685 \n",
      "theta -1.7421  1.1686  0.3577  0.0000  0.0481  0.0000 -0.1070  0.0000  0.0000 \n",
      "ac  0.2594  0.1828 -0.2310  0.8416 -0.0434  0.8269 -0.0551  0.9309  0.6426 \n",
      "theta: -1.7421  1.1686  0.3577  0.0000  0.0481  0.0000 -0.1070  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.2\n",
      "Phase 2 Subphase 2 Iteration 1 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 2 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 3 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 4 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 5 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 6 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 7 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 8 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 9 Progress: 23%\n",
      "Phase 2 Subphase 2 Iteration 10 Progress: 23%\n",
      "theta -1.7376  1.1690  0.3540  0.0000  0.0479  0.0000 -0.1063  0.0000  0.0000 \n",
      "ac -0.1441 -0.1260 -0.0142  0.8938 -0.1047  0.8141 -0.1892  0.9730  0.5460 \n",
      "theta: -1.7376  1.1690  0.3540  0.0000  0.0479  0.0000 -0.1063  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.3\n",
      "Phase 2 Subphase 3 Iteration 1 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 2 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 3 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 4 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 5 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 6 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 7 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 8 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 9 Progress: 32%\n",
      "Phase 2 Subphase 3 Iteration 10 Progress: 32%\n",
      "theta -1.7391  1.1620  0.3561  0.0000  0.0491  0.0000 -0.1076  0.0000  0.0000 \n",
      "ac  0.01702 -0.08526 -0.08443  0.92931 -0.04204  0.82333  0.00827  0.92111  0.42630 \n",
      "theta: -1.7391  1.1620  0.3561  0.0000  0.0491  0.0000 -0.1076  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.4\n",
      "Phase 2 Subphase 4 Iteration 1 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 2 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 3 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 4 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 5 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 6 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 7 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 8 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 9 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 10 Progress: 45%\n",
      "theta -1.7361  1.1550  0.3567  0.0000  0.0471  0.0000 -0.1056  0.0000  0.0000 \n",
      "ac -0.0656 -0.0311 -0.0862  0.8719 -0.0270  0.8311  0.0529  0.9492  0.4377 \n",
      "theta: -1.7361  1.1550  0.3567  0.0000  0.0471  0.0000 -0.1056  0.0000  0.0000 \n",
      "\n",
      "Start phase 3 \n",
      "Phase 3 Iteration 500 Progress 85%\n",
      "Phase 3 Iteration 1000 Progress 100%\n",
      "  treatment group_id round player_id earned_wealth       mturk_id endowment\n",
      "1   No info       38     1         1            80 A3LFVI65XV1T46         4\n",
      "2   No info       38     1         2            25 A3RBBU5NGKF7WR         6\n",
      "3   No info       38     1         3            25 A38USYKE9P7Z9O         2\n",
      "4   No info       38     1         4            45   A5CMNI7B03XL         4\n",
      "5   No info       38     1         5            30  AS4NIEQJWCG3M         6\n",
      "6   No info       38     1         6             0 A27LCUA35LPVM8         2\n",
      "  final_wealth wealth\n",
      "1           80      0\n",
      "2           25      0\n",
      "3           25      0\n",
      "4           45      0\n",
      "5           30      0\n",
      "6            0      0\n",
      "[1] \"No info-38\"\n",
      "  effectName          include fix   test  initialValue parm\n",
      "1 transitive triplets TRUE    FALSE FALSE          0   0   \n",
      "  effectName    include fix   test  initialValue parm\n",
      "1 endowment ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName      include fix  test  initialValue parm\n",
      "1 endowment alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    185    \n",
      "  effect2\n",
      "1 30     \n",
      "  effectName include fix   test  initialValue parm\n",
      "1 wealth ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName   include fix  test  initialValue parm\n",
      "1 wealth alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    336    \n",
      "  effect2\n",
      "1 30     \n",
      "siena07 will create an output file No info_38.txt .\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "No X11 device available, forcing use of batch mode\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Start phase 0 \n",
      "theta: -1.12  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00 \n",
      "\n",
      "Start phase 1 \n",
      "Phase 1 Iteration 1 Progress: 0%\n",
      "Phase 1 Iteration 2 Progress: 0%\n",
      "Phase 1 Iteration 3 Progress: 0%\n",
      "Phase 1 Iteration 4 Progress: 0%\n",
      "Phase 1 Iteration 5 Progress: 0%\n",
      "Phase 1 Iteration 10 Progress: 0%\n",
      "Phase 1 Iteration 15 Progress: 0%\n",
      "Phase 1 Iteration 20 Progress: 1%\n",
      "Phase 1 Iteration 25 Progress: 1%\n",
      "Phase 1 Iteration 30 Progress: 1%\n",
      "Phase 1 Iteration 35 Progress: 1%\n",
      "Phase 1 Iteration 40 Progress: 1%\n",
      "Phase 1 Iteration 45 Progress: 1%\n",
      "Phase 1 Iteration 50 Progress: 2%\n",
      "theta: -1.15931  0.05627  0.02745  0.00000  0.01217  0.00000 -0.00923  0.00000  0.00000 \n",
      "\n",
      "Start phase 2.1\n",
      "Phase 2 Subphase 1 Iteration 1 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 2 Progress: 15%\n",
      "theta -1.2122  0.1325  0.0637  0.0000  0.0291  0.0000 -0.0297  0.0000  0.0000 \n",
      "ac   1.352   1.179   0.601   2.100   0.893   0.516  -1.270   0.260 -20.997 \n",
      "Phase 2 Subphase 1 Iteration 3 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 4 Progress: 15%\n",
      "theta -1.3338  0.3267  0.1428  0.0000  0.0780  0.0000 -0.0619  0.0000  0.0000 \n",
      "ac  1.3787  1.0315 -0.0584  0.9731  1.0888  0.8126  0.6727  0.2492  1.0710 \n",
      "Phase 2 Subphase 1 Iteration 5 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 6 Progress: 15%\n",
      "theta -1.4044  0.4753  0.1581  0.0000  0.1147  0.0000 -0.0763  0.0000  0.0000 \n",
      "ac  1.3391  0.9703 -0.0643  1.1038  1.0850  0.7239  0.5973  0.1452  0.6142 \n",
      "Phase 2 Subphase 1 Iteration 7 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 8 Progress: 15%\n",
      "theta -1.4587  0.5503  0.1582  0.0000  0.1405  0.0000 -0.0823  0.0000  0.0000 \n",
      "ac 1.370 0.803 0.274 1.112 1.069 0.756 0.554 0.202 0.683 \n",
      "Phase 2 Subphase 1 Iteration 9 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 10 Progress: 15%\n",
      "theta -1.4989  0.5975  0.1702  0.0000  0.1563  0.0000 -0.0865  0.0000  0.0000 \n",
      "ac 1.184 0.877 0.231 1.119 0.997 0.813 0.367 0.304 0.845 \n",
      "theta -1.4694  0.5164  0.2026  0.0000  0.1473  0.0000 -0.0869  0.0000  0.0000 \n",
      "ac  0.4298  0.0737 -0.1169  0.9233  0.2090  0.9238  0.0257  0.6416  0.5899 \n",
      "theta: -1.4694  0.5164  0.2026  0.0000  0.1473  0.0000 -0.0869  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.2\n",
      "Phase 2 Subphase 2 Iteration 1 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 2 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 3 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 4 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 5 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 6 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 7 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 8 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 9 Progress: 23%\n",
      "Phase 2 Subphase 2 Iteration 10 Progress: 23%\n",
      "theta -1.4738  0.5201  0.2105  0.0000  0.1443  0.0000 -0.0844  0.0000  0.0000 \n",
      "ac  0.0284 -0.1072  0.0634  0.9316  0.0789  0.8505 -0.1167  0.4686  0.6476 \n",
      "theta: -1.4738  0.5201  0.2105  0.0000  0.1443  0.0000 -0.0844  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.3\n",
      "Phase 2 Subphase 3 Iteration 1 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 2 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 3 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 4 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 5 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 6 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 7 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 8 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 9 Progress: 32%\n",
      "Phase 2 Subphase 3 Iteration 10 Progress: 32%\n",
      "theta -1.4731  0.5149  0.2110  0.0000  0.1451  0.0000 -0.0839  0.0000  0.0000 \n",
      "ac -0.09270  0.01831 -0.00667  0.94462  0.05022  0.93544 -0.00346  0.47413  0.60229 \n",
      "theta: -1.4731  0.5149  0.2110  0.0000  0.1451  0.0000 -0.0839  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.4\n",
      "Phase 2 Subphase 4 Iteration 1 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 2 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 3 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 4 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 5 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 6 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 7 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 8 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 9 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 10 Progress: 45%\n",
      "theta -1.4737  0.5198  0.2106  0.0000  0.1444  0.0000 -0.0847  0.0000  0.0000 \n",
      "ac -0.0031 -0.0298 -0.1787  0.8981 -0.1113  0.9328 -0.0505  0.4807  0.6330 \n",
      "theta: -1.4737  0.5198  0.2106  0.0000  0.1444  0.0000 -0.0847  0.0000  0.0000 \n",
      "\n",
      "Start phase 3 \n",
      "Phase 3 Iteration 500 Progress 85%\n",
      "Phase 3 Iteration 1000 Progress 100%\n",
      "  treatment group_id round player_id earned_wealth       mturk_id endowment\n",
      "1   No info       39     1         1            20 A2ZA3X3DBEMBCD         4\n",
      "2   No info       39     1         2             0  AR1lz5imyfcww         6\n",
      "3   No info       39     1         3            15 A1R5W4RQZTROD8         2\n",
      "4   No info       39     1         4            10 A3HI2EHD258R5T         4\n",
      "5   No info       39     1         5            35 A39F7EOPLWFXHL         6\n",
      "6   No info       39     1         6            55 A1VDB1O2X0JE0H         2\n",
      "  final_wealth wealth\n",
      "1           20      0\n",
      "2            0      0\n",
      "3           15      0\n",
      "4           10      0\n",
      "5           35      0\n",
      "6           55      0\n",
      "[1] \"No info-39\"\n",
      "  effectName          include fix   test  initialValue parm\n",
      "1 transitive triplets TRUE    FALSE FALSE          0   0   \n",
      "  effectName    include fix   test  initialValue parm\n",
      "1 endowment ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName      include fix  test  initialValue parm\n",
      "1 endowment alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    185    \n",
      "  effect2\n",
      "1 30     \n",
      "  effectName include fix   test  initialValue parm\n",
      "1 wealth ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName   include fix  test  initialValue parm\n",
      "1 wealth alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    336    \n",
      "  effect2\n",
      "1 30     \n",
      "siena07 will create an output file No info_39.txt .\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "No X11 device available, forcing use of batch mode\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Start phase 0 \n",
      "theta: -0.888  0.000  0.000  0.000  0.000  0.000  0.000  0.000  0.000 \n",
      "\n",
      "Start phase 1 \n",
      "Phase 1 Iteration 1 Progress: 0%\n",
      "Phase 1 Iteration 2 Progress: 0%\n",
      "Phase 1 Iteration 3 Progress: 0%\n",
      "Phase 1 Iteration 4 Progress: 0%\n",
      "Phase 1 Iteration 5 Progress: 0%\n",
      "Phase 1 Iteration 10 Progress: 0%\n",
      "Phase 1 Iteration 15 Progress: 0%\n",
      "Phase 1 Iteration 20 Progress: 1%\n",
      "Phase 1 Iteration 25 Progress: 1%\n",
      "Phase 1 Iteration 30 Progress: 1%\n",
      "Phase 1 Iteration 35 Progress: 1%\n",
      "Phase 1 Iteration 40 Progress: 1%\n",
      "Phase 1 Iteration 45 Progress: 1%\n",
      "Phase 1 Iteration 50 Progress: 2%\n",
      "theta: -0.91885  0.09103 -0.00186  0.00000  0.02088  0.00000 -0.01138  0.00000  0.00000 \n",
      "\n",
      "Start phase 2.1\n",
      "Phase 2 Subphase 1 Iteration 1 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 2 Progress: 15%\n",
      "theta -0.9471  0.2123 -0.0144  0.0000  0.0463  0.0000 -0.0180  0.0000  0.0000 \n",
      "ac 1.080 1.661 1.240 0.877 1.074 2.386 1.163 0.962 0.763 \n",
      "Phase 2 Subphase 1 Iteration 3 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 4 Progress: 15%\n",
      "theta -1.0351  0.5367 -0.0412  0.0000  0.1272  0.0000 -0.0449  0.0000  0.0000 \n",
      "ac 0.985 1.783 0.730 0.886 1.120 1.368 1.158 1.079 0.818 \n",
      "Phase 2 Subphase 1 Iteration 5 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 6 Progress: 15%\n",
      "theta -1.1075  0.7629 -0.0684  0.0000  0.1908  0.0000 -0.0610  0.0000  0.0000 \n",
      "ac 1.041 1.773 0.784 0.914 1.124 1.144 1.244 1.102 0.857 \n",
      "Phase 2 Subphase 1 Iteration 7 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 8 Progress: 15%\n",
      "theta -1.1697  0.8777 -0.0589  0.0000  0.2264  0.0000 -0.0682  0.0000  0.0000 \n",
      "ac 0.964 1.477 0.470 0.936 1.125 1.191 1.230 1.086 0.945 \n",
      "Phase 2 Subphase 1 Iteration 9 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 10 Progress: 15%\n",
      "theta -1.2084  0.9186 -0.0610  0.0000  0.2456  0.0000 -0.0645  0.0000  0.0000 \n",
      "ac 0.972 1.387 0.367 0.965 1.112 1.192 0.838 1.089 0.957 \n",
      "theta -1.1973  0.8050 -0.0400  0.0000  0.2230  0.0000 -0.0677  0.0000  0.0000 \n",
      "ac  0.215  0.347 -0.111  0.981  0.780  0.894  0.173  0.626  0.952 \n",
      "theta: -1.1973  0.8050 -0.0400  0.0000  0.2230  0.0000 -0.0677  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.2\n",
      "Phase 2 Subphase 2 Iteration 1 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 2 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 3 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 4 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 5 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 6 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 7 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 8 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 9 Progress: 23%\n",
      "Phase 2 Subphase 2 Iteration 10 Progress: 23%\n",
      "theta -1.1979  0.8022 -0.0358  0.0000  0.2227  0.0000 -0.0669  0.0000  0.0000 \n",
      "ac -0.00911 -0.21949 -0.16430  0.97467 -0.00892  0.89475 -0.11841  0.56232  1.00568 \n",
      "theta: -1.1979  0.8022 -0.0358  0.0000  0.2227  0.0000 -0.0669  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.3\n",
      "Phase 2 Subphase 3 Iteration 1 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 2 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 3 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 4 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 5 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 6 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 7 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 8 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 9 Progress: 32%\n",
      "Phase 2 Subphase 3 Iteration 10 Progress: 32%\n",
      "theta -1.1957  0.8052 -0.0418  0.0000  0.2241  0.0000 -0.0683  0.0000  0.0000 \n",
      "ac  0.023812 -0.080479 -0.000466  0.963306 -0.012256  0.864325 -0.059234  0.667844  0.914623 \n",
      "theta: -1.1957  0.8052 -0.0418  0.0000  0.2241  0.0000 -0.0683  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.4\n",
      "Phase 2 Subphase 4 Iteration 1 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 2 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 3 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 4 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 5 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 6 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 7 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 8 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 9 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 10 Progress: 45%\n",
      "theta -1.1935  0.8023 -0.0415  0.0000  0.2232  0.0000 -0.0681  0.0000  0.0000 \n",
      "ac  0.0370  0.0383  0.0418  0.9843  0.0396  0.8955 -0.0562  0.5773  0.8940 \n",
      "theta: -1.1935  0.8023 -0.0415  0.0000  0.2232  0.0000 -0.0681  0.0000  0.0000 \n",
      "\n",
      "Start phase 3 \n",
      "Phase 3 Iteration 500 Progress 85%\n",
      "Phase 3 Iteration 1000 Progress 100%\n",
      "  treatment group_id round player_id earned_wealth       mturk_id endowment\n",
      "1   No info       40     1         1            45 A1SMYB7YESWB29         4\n",
      "2   No info       40     1         2             0  A98QFUWNFJUS3         6\n",
      "3   No info       40     1         3            20 A3E1403CWJPCIU         2\n",
      "4   No info       40     1         4             0  A2VN8Q8X7WWIM         4\n",
      "5   No info       40     1         5            75 A15MD1NCLTDM4G         6\n",
      "6   No info       40     1         6            15 A2ETY1O927Z1IF         2\n",
      "  final_wealth wealth\n",
      "1           45      0\n",
      "2            0      0\n",
      "3           20      0\n",
      "4            0      0\n",
      "5           75      0\n",
      "6           15      0\n",
      "[1] \"No info-40\"\n",
      "  effectName          include fix   test  initialValue parm\n",
      "1 transitive triplets TRUE    FALSE FALSE          0   0   \n",
      "  effectName    include fix   test  initialValue parm\n",
      "1 endowment ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName      include fix  test  initialValue parm\n",
      "1 endowment alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    185    \n",
      "  effect2\n",
      "1 30     \n",
      "  effectName include fix   test  initialValue parm\n",
      "1 wealth ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName   include fix  test  initialValue parm\n",
      "1 wealth alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    336    \n",
      "  effect2\n",
      "1 30     \n",
      "siena07 will create an output file No info_40.txt .\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "No X11 device available, forcing use of batch mode\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Start phase 0 \n",
      "theta: -1.13  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00 \n",
      "\n",
      "Start phase 1 \n",
      "Phase 1 Iteration 1 Progress: 0%\n",
      "Phase 1 Iteration 2 Progress: 0%\n",
      "Phase 1 Iteration 3 Progress: 0%\n",
      "Phase 1 Iteration 4 Progress: 0%\n",
      "Phase 1 Iteration 5 Progress: 0%\n",
      "Phase 1 Iteration 10 Progress: 0%\n",
      "Phase 1 Iteration 15 Progress: 0%\n",
      "Phase 1 Iteration 20 Progress: 1%\n",
      "Phase 1 Iteration 25 Progress: 1%\n",
      "Phase 1 Iteration 30 Progress: 1%\n",
      "Phase 1 Iteration 35 Progress: 1%\n",
      "Phase 1 Iteration 40 Progress: 1%\n",
      "Phase 1 Iteration 45 Progress: 1%\n",
      "Phase 1 Iteration 50 Progress: 2%\n",
      "theta: -1.1759  0.0613  0.0452  0.0000  0.0199  0.0000 -0.0160  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.1\n",
      "Phase 2 Subphase 1 Iteration 1 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 2 Progress: 15%\n",
      "theta -1.2298  0.1496  0.0626  0.0000  0.0485  0.0000 -0.0403  0.0000  0.0000 \n",
      "ac  1.0400  0.8966 -3.0274 -1.5987  1.5674  1.2063  0.0109  1.9715  4.5876 \n",
      "Phase 2 Subphase 1 Iteration 3 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 4 Progress: 15%\n",
      "theta -1.390  0.413  0.198  0.000  0.118  0.000 -0.100  0.000  0.000 \n",
      "ac  0.983  1.028  0.117  0.364  1.764  1.088 -0.380  1.572  1.283 \n",
      "Phase 2 Subphase 1 Iteration 5 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 6 Progress: 15%\n",
      "theta -1.517  0.592  0.329  0.000  0.163  0.000 -0.141  0.000  0.000 \n",
      "ac  0.9699  0.2887 -0.0629  0.4605  1.7640  0.9679  0.0412  1.5674  0.9759 \n",
      "Phase 2 Subphase 1 Iteration 7 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 8 Progress: 15%\n",
      "theta -1.576  0.634  0.326  0.000  0.198  0.000 -0.159  0.000  0.000 \n",
      "ac  0.9702  0.4039 -0.0689  0.6166  1.2472  0.8978 -0.1422  1.4532  0.9955 \n",
      "Phase 2 Subphase 1 Iteration 9 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 10 Progress: 15%\n",
      "theta -1.624  0.671  0.354  0.000  0.215  0.000 -0.179  0.000  0.000 \n",
      "ac  0.9640  0.4080 -0.0450  0.6018  1.0519  0.8803 -0.0863  1.1327  0.9402 \n",
      "theta -1.581  0.596  0.329  0.000  0.204  0.000 -0.181  0.000  0.000 \n",
      "ac  0.38775 -0.27024 -0.14415  0.72540 -0.00537  0.91082 -0.14580  0.36113  0.78148 \n",
      "theta: -1.581  0.596  0.329  0.000  0.204  0.000 -0.181  0.000  0.000 \n",
      "\n",
      "Start phase 2.2\n",
      "Phase 2 Subphase 2 Iteration 1 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 2 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 3 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 4 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 5 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 6 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 7 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 8 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 9 Progress: 23%\n",
      "Phase 2 Subphase 2 Iteration 10 Progress: 23%\n",
      "theta -1.579  0.591  0.328  0.000  0.205  0.000 -0.185  0.000  0.000 \n",
      "ac  0.1358  0.0855 -0.0777  0.7900 -0.1513  0.9416 -0.1275  0.2859  0.8268 \n",
      "theta: -1.579  0.591  0.328  0.000  0.205  0.000 -0.185  0.000  0.000 \n",
      "\n",
      "Start phase 2.3\n",
      "Phase 2 Subphase 3 Iteration 1 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 2 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 3 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 4 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 5 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 6 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 7 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 8 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 9 Progress: 32%\n",
      "Phase 2 Subphase 3 Iteration 10 Progress: 32%\n",
      "theta -1.582  0.600  0.330  0.000  0.205  0.000 -0.183  0.000  0.000 \n",
      "ac -0.0226  0.0149 -0.0919  0.7482 -0.0554  0.9191 -0.0379  0.3389  0.8618 \n",
      "theta: -1.582  0.600  0.330  0.000  0.205  0.000 -0.183  0.000  0.000 \n",
      "\n",
      "Start phase 2.4\n",
      "Phase 2 Subphase 4 Iteration 1 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 2 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 3 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 4 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 5 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 6 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 7 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 8 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 9 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 10 Progress: 45%\n",
      "theta -1.581  0.592  0.328  0.000  0.205  0.000 -0.183  0.000  0.000 \n",
      "ac  0.0279 -0.0459 -0.0237  0.7800 -0.0152  0.9425 -0.0967  0.3847  0.8393 \n",
      "theta: -1.581  0.592  0.328  0.000  0.205  0.000 -0.183  0.000  0.000 \n",
      "\n",
      "Start phase 3 \n",
      "Phase 3 Iteration 500 Progress 85%\n",
      "Phase 3 Iteration 1000 Progress 100%\n",
      "[1] 4\n",
      "[1] 6\n",
      "[1] 8\n",
      "[1] 9\n",
      "                                    mu-hat mu-se mu-min mu-plus alpha_mu\n",
      "outdegree (density)                 -1.480 0.053 -1.595  -1.367     0.95\n",
      "reciprocity                          0.825 0.066  0.682   0.969     0.95\n",
      "transitive triplets                  0.140 0.045  0.047   0.239     0.95\n",
      "endowment alter                      0.000 0.000  0.000   0.000     0.00\n",
      "endowment ego                        0.163 0.029  0.100   0.227     0.95\n",
      "wealth alter                         0.000 0.000  0.000   0.000     0.00\n",
      "wealth ego                          -0.074 0.040 -0.160   0.013     0.95\n",
      "int.  endowment alter x reciprocity  0.000 0.000  0.000   0.000     0.00\n",
      "int.  wealth alter x reciprocity     0.000 0.000  0.000   0.000     0.00\n",
      "                                    sigma-hat sigma-min sigma-plus alpha_sigma\n",
      "outdegree (density)                     0.159     0.102      0.274        0.95\n",
      "reciprocity                             0.186     0.102      0.339        0.95\n",
      "transitive triplets                     0.125     0.073      0.223        0.95\n",
      "endowment alter                         0.000     0.000      0.000        0.00\n",
      "endowment ego                           0.089     0.057      0.153        0.95\n",
      "wealth alter                            0.000     0.000      0.000        0.00\n",
      "wealth ego                              0.117     0.073      0.206        0.95\n",
      "int.  endowment alter x reciprocity     0.000     0.000      0.000        0.00\n",
      "int.  wealth alter x reciprocity        0.000     0.000      0.000        0.00\n",
      "                                     N\n",
      "outdegree (density)                 10\n",
      "reciprocity                         10\n",
      "transitive triplets                 10\n",
      "endowment alter                     10\n",
      "endowment ego                       10\n",
      "wealth alter                        10\n",
      "wealth ego                          10\n",
      "int.  endowment alter x reciprocity 10\n",
      "int.  wealth alter x reciprocity    10\n",
      "  treatment group_id round player_id earned_wealth       mturk_id endowment\n",
      "1    Wealth        2     1         1            60 A1H198MRIM37T1         4\n",
      "2    Wealth        2     1         2            35 A3KC26Z78FBOJT         6\n",
      "3    Wealth        2     1         3            35  AYYBMS4XQJ9AP         2\n",
      "4    Wealth        2     1         4            40 A1VR1XQEQQXYUE         4\n",
      "5    Wealth        2     1         5            50 A2BBDH8DZD77AU         6\n",
      "6    Wealth        2     1         6            15 A11ZX9XUANWSAU         2\n",
      "  final_wealth wealth\n",
      "1           60      0\n",
      "2           35      0\n",
      "3           35      0\n",
      "4           40      0\n",
      "5           50      0\n",
      "6           15      0\n",
      "[1] \"Wealth-2\"\n",
      "  effectName          include fix   test  initialValue parm\n",
      "1 transitive triplets TRUE    FALSE FALSE          0   0   \n",
      "  effectName    include fix   test  initialValue parm\n",
      "1 endowment ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName      include fix  test  initialValue parm\n",
      "1 endowment alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    185    \n",
      "  effect2\n",
      "1 30     \n",
      "  effectName include fix   test  initialValue parm\n",
      "1 wealth ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName   include fix  test  initialValue parm\n",
      "1 wealth alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    336    \n",
      "  effect2\n",
      "1 30     \n",
      "siena07 will create an output file Wealth_2.txt .\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "No X11 device available, forcing use of batch mode\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Start phase 0 \n",
      "theta: -0.998  0.000  0.000  0.000  0.000  0.000  0.000  0.000  0.000 \n",
      "\n",
      "Start phase 1 \n",
      "Phase 1 Iteration 1 Progress: 0%\n",
      "Phase 1 Iteration 2 Progress: 0%\n",
      "Phase 1 Iteration 3 Progress: 0%\n",
      "Phase 1 Iteration 4 Progress: 0%\n",
      "Phase 1 Iteration 5 Progress: 0%\n",
      "Phase 1 Iteration 10 Progress: 0%\n",
      "Phase 1 Iteration 15 Progress: 0%\n",
      "Phase 1 Iteration 20 Progress: 1%\n",
      "Phase 1 Iteration 25 Progress: 1%\n",
      "Phase 1 Iteration 30 Progress: 1%\n",
      "Phase 1 Iteration 35 Progress: 1%\n",
      "Phase 1 Iteration 40 Progress: 1%\n",
      "Phase 1 Iteration 45 Progress: 1%\n",
      "Phase 1 Iteration 50 Progress: 2%\n",
      "theta: -1.0340  0.0463  0.0177  0.0000  0.0205  0.0000 -0.0116  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.1\n",
      "Phase 2 Subphase 1 Iteration 1 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 2 Progress: 15%\n",
      "theta -1.0785  0.1271  0.0380  0.0000  0.0569  0.0000 -0.0282  0.0000  0.0000 \n",
      "ac  0.828  1.650 -0.679  0.730  1.418  1.259  1.042  2.228  2.398 \n",
      "Phase 2 Subphase 1 Iteration 3 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 4 Progress: 15%\n",
      "theta -1.2037  0.3053  0.0729  0.0000  0.1477  0.0000 -0.0774  0.0000  0.0000 \n",
      "ac  1.033  1.421  0.509 -0.238  1.430  1.565  1.140  2.224  1.490 \n",
      "Phase 2 Subphase 1 Iteration 5 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 6 Progress: 15%\n",
      "theta -1.2878  0.4067  0.0862  0.0000  0.2140  0.0000 -0.1193  0.0000  0.0000 \n",
      "ac  1.038  1.330  0.421 -0.151  1.426  1.654  1.018  1.527  1.278 \n",
      "Phase 2 Subphase 1 Iteration 7 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 8 Progress: 15%\n",
      "theta -1.3365  0.4850  0.0747  0.0000  0.2456  0.0000 -0.1397  0.0000  0.0000 \n",
      "ac  1.047  1.308  0.736 -0.102  1.431  1.702  0.809  1.467  0.976 \n",
      "Phase 2 Subphase 1 Iteration 9 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 10 Progress: 15%\n",
      "theta -1.3638  0.4951  0.0574  0.0000  0.2692  0.0000 -0.1491  0.0000  0.0000 \n",
      "ac  1.03357  1.31633  0.70474 -0.00483  1.40757  1.15426  0.71796  1.36847  0.73027 \n",
      "theta -1.3409  0.4568  0.0401  0.0000  0.2627  0.0000 -0.1422  0.0000  0.0000 \n",
      "ac  0.3104 -0.0194  0.0396  0.0909  0.8362  0.9818 -0.0892  0.7969  0.0437 \n",
      "theta: -1.3409  0.4568  0.0401  0.0000  0.2627  0.0000 -0.1422  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.2\n",
      "Phase 2 Subphase 2 Iteration 1 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 2 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 3 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 4 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 5 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 6 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 7 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 8 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 9 Progress: 23%\n",
      "Phase 2 Subphase 2 Iteration 10 Progress: 23%\n",
      "theta -1.3409  0.4553  0.0464  0.0000  0.2609  0.0000 -0.1445  0.0000  0.0000 \n",
      "ac  0.1068  0.0626 -0.0695  0.0684  0.0788  0.9466 -0.0218  0.6879 -0.0348 \n",
      "theta: -1.3409  0.4553  0.0464  0.0000  0.2609  0.0000 -0.1445  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.3\n",
      "Phase 2 Subphase 3 Iteration 1 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 2 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 3 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 4 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 5 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 6 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 7 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 8 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 9 Progress: 32%\n",
      "Phase 2 Subphase 3 Iteration 10 Progress: 32%\n",
      "theta -1.3383  0.4616  0.0368  0.0000  0.2635  0.0000 -0.1444  0.0000  0.0000 \n",
      "ac -0.057126  0.083470 -0.167038  0.128719 -0.270037  0.932461 -0.022703  0.737396 -0.000404 \n",
      "theta: -1.3383  0.4616  0.0368  0.0000  0.2635  0.0000 -0.1444  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.4\n",
      "Phase 2 Subphase 4 Iteration 1 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 2 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 3 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 4 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 5 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 6 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 7 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 8 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 9 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 10 Progress: 45%\n",
      "theta -1.3431  0.4627  0.0422  0.0000  0.2629  0.0000 -0.1451  0.0000  0.0000 \n",
      "ac -0.003429 -0.016548 -0.000541  0.014742 -0.045407  0.938131 -0.060876  0.785429  0.028416 \n",
      "theta: -1.3431  0.4627  0.0422  0.0000  0.2629  0.0000 -0.1451  0.0000  0.0000 \n",
      "\n",
      "Start phase 3 \n",
      "Phase 3 Iteration 500 Progress 85%\n",
      "Phase 3 Iteration 1000 Progress 100%\n",
      "  treatment group_id round player_id earned_wealth       mturk_id endowment\n",
      "1    Wealth        3     1         1            30 A30YR5TPOKQYXJ         4\n",
      "2    Wealth        3     1         2            60 A3C0LPVN749UF3         6\n",
      "3    Wealth        3     1         3            60 A1GRLZL4F72RBJ         2\n",
      "4    Wealth        3     1         4            35 A3I1W58P6SIV26         4\n",
      "5    Wealth        3     1         5            40 A1QKIA8XRNEXIG         6\n",
      "6    Wealth        3     1         6            40  AVJUIF9QHQRY8         2\n",
      "  final_wealth wealth\n",
      "1           30      0\n",
      "2           60      0\n",
      "3           60      0\n",
      "4           35      0\n",
      "5           40      0\n",
      "6           40      0\n",
      "[1] \"Wealth-3\"\n",
      "  effectName          include fix   test  initialValue parm\n",
      "1 transitive triplets TRUE    FALSE FALSE          0   0   \n",
      "  effectName    include fix   test  initialValue parm\n",
      "1 endowment ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName      include fix  test  initialValue parm\n",
      "1 endowment alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    185    \n",
      "  effect2\n",
      "1 30     \n",
      "  effectName include fix   test  initialValue parm\n",
      "1 wealth ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName   include fix  test  initialValue parm\n",
      "1 wealth alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    336    \n",
      "  effect2\n",
      "1 30     \n",
      "siena07 will create an output file Wealth_3.txt .\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "No X11 device available, forcing use of batch mode\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Start phase 0 \n",
      "theta: -1.14  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00 \n",
      "\n",
      "Start phase 1 \n",
      "Phase 1 Iteration 1 Progress: 0%\n",
      "Phase 1 Iteration 2 Progress: 0%\n",
      "Phase 1 Iteration 3 Progress: 0%\n",
      "Phase 1 Iteration 4 Progress: 0%\n",
      "Phase 1 Iteration 5 Progress: 0%\n",
      "Phase 1 Iteration 10 Progress: 0%\n",
      "Phase 1 Iteration 15 Progress: 0%\n",
      "Phase 1 Iteration 20 Progress: 1%\n",
      "Phase 1 Iteration 25 Progress: 1%\n",
      "Phase 1 Iteration 30 Progress: 1%\n",
      "Phase 1 Iteration 35 Progress: 1%\n",
      "Phase 1 Iteration 40 Progress: 1%\n",
      "Phase 1 Iteration 45 Progress: 1%\n",
      "Phase 1 Iteration 50 Progress: 2%\n",
      "theta: -1.17829  0.10282  0.01350  0.00000  0.00855  0.00000 -0.00438  0.00000  0.00000 \n",
      "\n",
      "Start phase 2.1\n",
      "Phase 2 Subphase 1 Iteration 1 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 2 Progress: 15%\n",
      "theta -1.22535  0.25700  0.03311  0.00000  0.02376  0.00000 -0.00992  0.00000  0.00000 \n",
      "ac 1.310 0.944 1.507 0.823 1.127 1.533 0.792 1.032 0.841 \n",
      "Phase 2 Subphase 1 Iteration 3 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 4 Progress: 15%\n",
      "theta -1.3481  0.6950  0.0716  0.0000  0.0589  0.0000 -0.0249  0.0000  0.0000 \n",
      "ac  1.3862  0.9939  0.9536 -0.0373  1.1371  1.5049  0.7931  1.0278  0.9120 \n",
      "Phase 2 Subphase 1 Iteration 5 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 6 Progress: 15%\n",
      "theta -1.4275  0.9277  0.0509  0.0000  0.0866  0.0000 -0.0382  0.0000  0.0000 \n",
      "ac  1.378  0.946  1.557 -1.292  1.134  1.144  0.791  1.037  0.907 \n",
      "Phase 2 Subphase 1 Iteration 7 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 8 Progress: 15%\n",
      "theta -1.5010  1.0184  0.0796  0.0000  0.1044  0.0000 -0.0460  0.0000  0.0000 \n",
      "ac 1.3847 0.9616 1.4658 0.0207 1.0513 1.2454 0.7876 1.0107 0.8063 \n",
      "Phase 2 Subphase 1 Iteration 9 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 10 Progress: 15%\n",
      "theta -1.5462  1.0600  0.0791  0.0000  0.1159  0.0000 -0.0521  0.0000  0.0000 \n",
      "ac 1.387 0.964 1.413 0.499 1.038 1.239 0.789 1.053 0.841 \n",
      "theta -1.4937  0.9060  0.0808  0.0000  0.1054  0.0000 -0.0490  0.0000  0.0000 \n",
      "ac  0.424  0.383 -0.131  0.547  0.248  0.625 -0.116  0.992  0.959 \n",
      "theta: -1.4937  0.9060  0.0808  0.0000  0.1054  0.0000 -0.0490  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.2\n",
      "Phase 2 Subphase 2 Iteration 1 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 2 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 3 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 4 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 5 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 6 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 7 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 8 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 9 Progress: 23%\n",
      "Phase 2 Subphase 2 Iteration 10 Progress: 23%\n",
      "theta -1.4993  0.9141  0.0863  0.0000  0.1080  0.0000 -0.0478  0.0000  0.0000 \n",
      "ac  0.0382  0.1710  0.0527  0.4636 -0.1245  0.5818 -0.0147  1.0051  0.9987 \n",
      "theta: -1.4993  0.9141  0.0863  0.0000  0.1080  0.0000 -0.0478  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.3\n",
      "Phase 2 Subphase 3 Iteration 1 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 2 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 3 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 4 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 5 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 6 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 7 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 8 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 9 Progress: 32%\n",
      "Phase 2 Subphase 3 Iteration 10 Progress: 32%\n",
      "theta -1.4959  0.9161  0.0789  0.0000  0.1043  0.0000 -0.0459  0.0000  0.0000 \n",
      "ac -0.12676 -0.00892 -0.00410  0.44153 -0.12339  0.60905 -0.08177  0.95276  0.95356 \n",
      "theta: -1.4959  0.9161  0.0789  0.0000  0.1043  0.0000 -0.0459  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.4\n",
      "Phase 2 Subphase 4 Iteration 1 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 2 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 3 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 4 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 5 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 6 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 7 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 8 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 9 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 10 Progress: 45%\n",
      "theta -1.4972  0.9140  0.0821  0.0000  0.1049  0.0000 -0.0460  0.0000  0.0000 \n",
      "ac -0.01219  0.01637  0.00121  0.41467 -0.00443  0.59548 -0.03177  0.95951  0.93473 \n",
      "theta: -1.4972  0.9140  0.0821  0.0000  0.1049  0.0000 -0.0460  0.0000  0.0000 \n",
      "\n",
      "Start phase 3 \n",
      "Phase 3 Iteration 500 Progress 85%\n",
      "Phase 3 Iteration 1000 Progress 100%\n",
      "  treatment group_id round player_id earned_wealth       mturk_id endowment\n",
      "1    Wealth        5     1         1            70 A2DHKTD1GSBXR2         4\n",
      "2    Wealth        5     1         2            45 A1YX741QQSMKPS         6\n",
      "3    Wealth        5     1         3            10 A1T4HSFG9NPJ23         2\n",
      "4    Wealth        5     1         4            70 A1DUPOUC9RNU4L         4\n",
      "5    Wealth        5     1         5            75  AST0FXXXUAA6T         6\n",
      "6    Wealth        5     1         6            25  AXPZAP62ZYWP8         2\n",
      "  final_wealth wealth\n",
      "1           70      0\n",
      "2           45      0\n",
      "3           10      0\n",
      "4           70      0\n",
      "5           75      0\n",
      "6           25      0\n",
      "[1] \"Wealth-5\"\n",
      "  effectName          include fix   test  initialValue parm\n",
      "1 transitive triplets TRUE    FALSE FALSE          0   0   \n",
      "  effectName    include fix   test  initialValue parm\n",
      "1 endowment ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName      include fix  test  initialValue parm\n",
      "1 endowment alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    185    \n",
      "  effect2\n",
      "1 30     \n",
      "  effectName include fix   test  initialValue parm\n",
      "1 wealth ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName   include fix  test  initialValue parm\n",
      "1 wealth alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    336    \n",
      "  effect2\n",
      "1 30     \n",
      "siena07 will create an output file Wealth_5.txt .\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "No X11 device available, forcing use of batch mode\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Start phase 0 \n",
      "theta: -1.17  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00 \n",
      "\n",
      "Start phase 1 \n",
      "Phase 1 Iteration 1 Progress: 0%\n",
      "Phase 1 Iteration 2 Progress: 0%\n",
      "Phase 1 Iteration 3 Progress: 0%\n",
      "Phase 1 Iteration 4 Progress: 0%\n",
      "Phase 1 Iteration 5 Progress: 0%\n",
      "Phase 1 Iteration 10 Progress: 0%\n",
      "Phase 1 Iteration 15 Progress: 0%\n",
      "Phase 1 Iteration 20 Progress: 1%\n",
      "Phase 1 Iteration 25 Progress: 1%\n",
      "Phase 1 Iteration 30 Progress: 1%\n",
      "Phase 1 Iteration 35 Progress: 1%\n",
      "Phase 1 Iteration 40 Progress: 1%\n",
      "Phase 1 Iteration 45 Progress: 1%\n",
      "Phase 1 Iteration 50 Progress: 2%\n",
      "theta: -1.2029  0.0204  0.0268  0.0000  0.0181  0.0000 -0.0114  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.1\n",
      "Phase 2 Subphase 1 Iteration 1 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 2 Progress: 15%\n",
      "theta -1.24369 -0.00973  0.05511  0.00000  0.04945  0.00000 -0.02353  0.00000  0.00000 \n",
      "ac   0.983   1.870 -10.656   0.325   1.231   0.729  -0.162   1.422   0.448 \n",
      "Phase 2 Subphase 1 Iteration 3 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 4 Progress: 15%\n",
      "theta -1.3727 -0.0297  0.1538  0.0000  0.1301  0.0000 -0.0748  0.0000  0.0000 \n",
      "ac  1.051  0.537  1.092  0.325  1.290  0.844 -0.210  1.276  0.703 \n",
      "Phase 2 Subphase 1 Iteration 5 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 6 Progress: 15%\n",
      "theta -1.4762  0.0854  0.1986  0.0000  0.1899  0.0000 -0.1067  0.0000  0.0000 \n",
      "ac  1.068  0.367  0.502  0.638  1.188  0.900 -0.208  0.332  0.705 \n",
      "Phase 2 Subphase 1 Iteration 7 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 8 Progress: 15%\n",
      "theta -1.542  0.148  0.212  0.000  0.225  0.000 -0.123  0.000  0.000 \n",
      "ac  1.052  0.484  0.405  0.728  0.974  0.897 -0.192  0.366  0.737 \n",
      "Phase 2 Subphase 1 Iteration 9 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 10 Progress: 15%\n",
      "theta -1.597  0.233  0.212  0.000  0.236  0.000 -0.133  0.000  0.000 \n",
      "ac  1.0287  0.4687  0.0482  0.5463  0.8991  0.9346 -0.1492  0.5478  0.7674 \n",
      "theta -1.576  0.246  0.218  0.000  0.223  0.000 -0.126  0.000  0.000 \n",
      "ac  0.3426 -0.1089 -0.0695  0.8708  0.3119  0.9426 -0.1385  0.8376  0.3929 \n",
      "theta: -1.576  0.246  0.218  0.000  0.223  0.000 -0.126  0.000  0.000 \n",
      "\n",
      "Start phase 2.2\n",
      "Phase 2 Subphase 2 Iteration 1 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 2 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 3 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 4 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 5 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 6 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 7 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 8 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 9 Progress: 23%\n",
      "Phase 2 Subphase 2 Iteration 10 Progress: 23%\n",
      "theta -1.574  0.244  0.230  0.000  0.220  0.000 -0.126  0.000  0.000 \n",
      "ac  0.06799 -0.12862 -0.00381  0.83734 -0.02056  0.92975  0.01283  0.73861  0.38730 \n",
      "theta: -1.574  0.244  0.230  0.000  0.220  0.000 -0.126  0.000  0.000 \n",
      "\n",
      "Start phase 2.3\n",
      "Phase 2 Subphase 3 Iteration 1 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 2 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 3 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 4 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 5 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 6 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 7 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 8 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 9 Progress: 32%\n",
      "Phase 2 Subphase 3 Iteration 10 Progress: 32%\n",
      "theta -1.572  0.240  0.224  0.000  0.220  0.000 -0.124  0.000  0.000 \n",
      "ac -0.0269  0.0298 -0.0463  0.9162  0.0506  0.9851  0.0551  0.7951  0.5954 \n",
      "theta: -1.572  0.240  0.224  0.000  0.220  0.000 -0.124  0.000  0.000 \n",
      "\n",
      "Start phase 2.4\n",
      "Phase 2 Subphase 4 Iteration 1 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 2 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 3 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 4 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 5 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 6 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 7 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 8 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 9 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 10 Progress: 45%\n",
      "theta -1.572  0.244  0.225  0.000  0.221  0.000 -0.126  0.000  0.000 \n",
      "ac  0.02310 -0.04052  0.00312  0.92766 -0.01844  0.94341  0.03265  0.83241  0.53600 \n",
      "theta: -1.572  0.244  0.225  0.000  0.221  0.000 -0.126  0.000  0.000 \n",
      "\n",
      "Start phase 3 \n",
      "Phase 3 Iteration 500 Progress 85%\n",
      "Phase 3 Iteration 1000 Progress 100%\n",
      "  treatment group_id round player_id earned_wealth       mturk_id endowment\n",
      "1    Wealth        9     1         1            75 A2NF3MYDS3WUOI         4\n",
      "2    Wealth        9     1         2            15 A17QHU5Q0FS3GW         6\n",
      "3    Wealth        9     1         3            15 A27HVVLSZZ13XK         2\n",
      "4    Wealth        9     1         4            75  A8KX1HFH8NE2Q         4\n",
      "5    Wealth        9     1         5            95 A1RQLE4ZMTU22A         6\n",
      "6    Wealth        9     1         6            80 A2ZYO0FHHESP4J         2\n",
      "  final_wealth wealth\n",
      "1           75      0\n",
      "2           15      0\n",
      "3           15      0\n",
      "4           75      0\n",
      "5           95      0\n",
      "6           80      0\n",
      "[1] \"Wealth-9\"\n",
      "  effectName          include fix   test  initialValue parm\n",
      "1 transitive triplets TRUE    FALSE FALSE          0   0   \n",
      "  effectName    include fix   test  initialValue parm\n",
      "1 endowment ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName      include fix  test  initialValue parm\n",
      "1 endowment alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    185    \n",
      "  effect2\n",
      "1 30     \n",
      "  effectName include fix   test  initialValue parm\n",
      "1 wealth ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName   include fix  test  initialValue parm\n",
      "1 wealth alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    336    \n",
      "  effect2\n",
      "1 30     \n",
      "siena07 will create an output file Wealth_9.txt .\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "No X11 device available, forcing use of batch mode\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Start phase 0 \n",
      "theta: -1.1  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0 \n",
      "\n",
      "Start phase 1 \n",
      "Phase 1 Iteration 1 Progress: 0%\n",
      "Phase 1 Iteration 2 Progress: 0%\n",
      "Phase 1 Iteration 3 Progress: 0%\n",
      "Phase 1 Iteration 4 Progress: 0%\n",
      "Phase 1 Iteration 5 Progress: 0%\n",
      "Phase 1 Iteration 10 Progress: 0%\n",
      "Phase 1 Iteration 15 Progress: 0%\n",
      "Phase 1 Iteration 20 Progress: 1%\n",
      "Phase 1 Iteration 25 Progress: 1%\n",
      "Phase 1 Iteration 30 Progress: 1%\n",
      "Phase 1 Iteration 35 Progress: 1%\n",
      "Phase 1 Iteration 40 Progress: 1%\n",
      "Phase 1 Iteration 45 Progress: 1%\n",
      "Phase 1 Iteration 50 Progress: 2%\n",
      "theta: -1.11711  0.09354 -0.00939  0.00000  0.01483  0.00000 -0.00449  0.00000  0.00000 \n",
      "\n",
      "Start phase 2.1\n",
      "Phase 2 Subphase 1 Iteration 1 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 2 Progress: 15%\n",
      "theta -1.14573  0.23945 -0.04724  0.00000  0.03517  0.00000 -0.00573  0.00000  0.00000 \n",
      "ac 1.172 0.962 1.530 1.485 1.091 1.429 0.934 6.036 1.712 \n",
      "Phase 2 Subphase 1 Iteration 3 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 4 Progress: 15%\n",
      "theta -1.22591  0.62922 -0.11976  0.00000  0.08458  0.00000 -0.00576  0.00000  0.00000 \n",
      "ac 1.075 0.971 1.486 1.319 0.996 1.325 0.815 0.840 1.321 \n",
      "Phase 2 Subphase 1 Iteration 5 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 6 Progress: 15%\n",
      "theta -1.293  0.830 -0.148  0.000  0.124  0.000 -0.011  0.000  0.000 \n",
      "ac 1.0460 0.9655 1.4594 1.0415 0.9755 0.9827 0.7180 0.0263 1.1774 \n",
      "Phase 2 Subphase 1 Iteration 7 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 8 Progress: 15%\n",
      "theta -1.3552  0.9502 -0.1594  0.0000  0.1506  0.0000 -0.0149  0.0000  0.0000 \n",
      "ac 1.0761 0.9650 1.4007 1.2118 0.9683 1.2752 0.6996 0.0822 0.3076 \n",
      "Phase 2 Subphase 1 Iteration 9 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 10 Progress: 15%\n",
      "theta -1.393  0.987 -0.173  0.000  0.166  0.000 -0.033  0.000  0.000 \n",
      "ac 1.079 0.995 1.395 1.118 0.977 1.055 0.776 0.364 0.536 \n",
      "theta -1.3508  0.8493 -0.2008  0.0000  0.1617  0.0000 -0.0527  0.0000  0.0000 \n",
      "ac 0.404 0.178 0.295 0.974 0.374 0.914 0.106 0.715 0.193 \n",
      "theta: -1.3508  0.8493 -0.2008  0.0000  0.1617  0.0000 -0.0527  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.2\n",
      "Phase 2 Subphase 2 Iteration 1 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 2 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 3 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 4 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 5 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 6 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 7 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 8 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 9 Progress: 23%\n",
      "Phase 2 Subphase 2 Iteration 10 Progress: 23%\n",
      "theta -1.3614  0.8672 -0.1781  0.0000  0.1658  0.0000 -0.0607  0.0000  0.0000 \n",
      "ac -0.1632 -0.0464 -0.0229  0.9867 -0.0356  0.9104 -0.1956  0.5593 -0.1599 \n",
      "theta: -1.3614  0.8672 -0.1781  0.0000  0.1658  0.0000 -0.0607  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.3\n",
      "Phase 2 Subphase 3 Iteration 1 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 2 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 3 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 4 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 5 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 6 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 7 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 8 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 9 Progress: 32%\n",
      "Phase 2 Subphase 3 Iteration 10 Progress: 32%\n",
      "theta -1.3609  0.8686 -0.1824  0.0000  0.1622  0.0000 -0.0537  0.0000  0.0000 \n",
      "ac  0.0381 -0.0170 -0.0866  0.9461  0.0134  0.9160 -0.0614  0.6223 -0.1379 \n",
      "theta: -1.3609  0.8686 -0.1824  0.0000  0.1622  0.0000 -0.0537  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.4\n",
      "Phase 2 Subphase 4 Iteration 1 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 2 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 3 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 4 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 5 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 6 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 7 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 8 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 9 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 10 Progress: 45%\n",
      "theta -1.3555  0.8614 -0.1863  0.0000  0.1614  0.0000 -0.0532  0.0000  0.0000 \n",
      "ac  0.08355 -0.10215 -0.02147  0.96838 -0.06117  0.91429  0.00737  0.69343  0.11386 \n",
      "theta: -1.3555  0.8614 -0.1863  0.0000  0.1614  0.0000 -0.0532  0.0000  0.0000 \n",
      "\n",
      "Start phase 3 \n",
      "Phase 3 Iteration 500 Progress 85%\n",
      "Phase 3 Iteration 1000 Progress 100%\n",
      "  treatment group_id round player_id earned_wealth       mturk_id endowment\n",
      "1    Wealth       10     1         1             0  AJZT40UH0HWQ3         4\n",
      "2    Wealth       10     1         2           105  A6JKKANO7F4KD         6\n",
      "3    Wealth       10     1         3            20  AMG800JQZGS2E         2\n",
      "4    Wealth       10     1         4            70 A2VAL2BRKVSUB5         4\n",
      "5    Wealth       10     1         5            30 A1PTX4IB9R34LI         6\n",
      "6    Wealth       10     1         6            10 A3T3XXV4VDXPAG         2\n",
      "  final_wealth wealth\n",
      "1            0      0\n",
      "2          105      0\n",
      "3           20      0\n",
      "4           70      0\n",
      "5           30      0\n",
      "6           10      0\n",
      "[1] \"Wealth-10\"\n",
      "  effectName          include fix   test  initialValue parm\n",
      "1 transitive triplets TRUE    FALSE FALSE          0   0   \n",
      "  effectName    include fix   test  initialValue parm\n",
      "1 endowment ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName      include fix  test  initialValue parm\n",
      "1 endowment alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    185    \n",
      "  effect2\n",
      "1 30     \n",
      "  effectName include fix   test  initialValue parm\n",
      "1 wealth ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName   include fix  test  initialValue parm\n",
      "1 wealth alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    336    \n",
      "  effect2\n",
      "1 30     \n",
      "siena07 will create an output file Wealth_10.txt .\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "No X11 device available, forcing use of batch mode\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Start phase 0 \n",
      "theta: -1.2  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0 \n",
      "\n",
      "Start phase 1 \n",
      "Phase 1 Iteration 1 Progress: 0%\n",
      "Phase 1 Iteration 2 Progress: 0%\n",
      "Phase 1 Iteration 3 Progress: 0%\n",
      "Phase 1 Iteration 4 Progress: 0%\n",
      "Phase 1 Iteration 5 Progress: 0%\n",
      "Phase 1 Iteration 10 Progress: 0%\n",
      "Phase 1 Iteration 15 Progress: 0%\n",
      "Phase 1 Iteration 20 Progress: 1%\n",
      "Phase 1 Iteration 25 Progress: 1%\n",
      "Phase 1 Iteration 30 Progress: 1%\n",
      "Phase 1 Iteration 35 Progress: 1%\n",
      "Phase 1 Iteration 40 Progress: 1%\n",
      "Phase 1 Iteration 45 Progress: 1%\n",
      "Phase 1 Iteration 50 Progress: 2%\n",
      "theta: -1.2418  0.0543  0.0398  0.0000  0.0150  0.0000 -0.0232  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.1\n",
      "Phase 2 Subphase 1 Iteration 1 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 2 Progress: 15%\n",
      "theta -1.3031  0.1184  0.0906  0.0000  0.0359  0.0000 -0.0558  0.0000  0.0000 \n",
      "ac 1.497 0.543 0.438 1.654 1.033 1.094 1.386 0.375 0.933 \n",
      "Phase 2 Subphase 1 Iteration 3 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 4 Progress: 15%\n",
      "theta -1.4555  0.3229  0.2129  0.0000  0.0888  0.0000 -0.1415  0.0000  0.0000 \n",
      "ac 1.573 0.514 0.496 1.300 0.914 1.020 1.480 0.387 1.073 \n",
      "Phase 2 Subphase 1 Iteration 5 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 6 Progress: 15%\n",
      "theta -1.571  0.516  0.321  0.000  0.123  0.000 -0.203  0.000  0.000 \n",
      "ac 1.586 0.469 0.442 1.240 0.918 1.006 1.175 0.382 1.108 \n",
      "Phase 2 Subphase 1 Iteration 7 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 8 Progress: 15%\n",
      "theta -1.635  0.552  0.377  0.000  0.140  0.000 -0.224  0.000  0.000 \n",
      "ac 1.577 0.486 0.353 0.995 0.903 0.968 0.994 0.458 1.174 \n",
      "Phase 2 Subphase 1 Iteration 9 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 10 Progress: 15%\n",
      "theta -1.686  0.590  0.376  0.000  0.148  0.000 -0.230  0.000  0.000 \n",
      "ac 1.413 0.536 0.245 0.887 0.887 0.874 0.908 0.303 0.928 \n",
      "theta -1.617  0.542  0.340  0.000  0.127  0.000 -0.194  0.000  0.000 \n",
      "ac  0.3623 -0.1475 -0.0675  0.9792  0.0593  0.9753  0.1265  0.3255  0.5513 \n",
      "theta: -1.617  0.542  0.340  0.000  0.127  0.000 -0.194  0.000  0.000 \n",
      "\n",
      "Start phase 2.2\n",
      "Phase 2 Subphase 2 Iteration 1 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 2 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 3 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 4 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 5 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 6 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 7 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 8 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 9 Progress: 23%\n",
      "Phase 2 Subphase 2 Iteration 10 Progress: 23%\n",
      "theta -1.613  0.541  0.334  0.000  0.127  0.000 -0.191  0.000  0.000 \n",
      "ac -0.0182 -0.0157 -0.0481  0.9455 -0.0349  0.9683  0.1002  0.3050  0.4726 \n",
      "theta: -1.613  0.541  0.334  0.000  0.127  0.000 -0.191  0.000  0.000 \n",
      "\n",
      "Start phase 2.3\n",
      "Phase 2 Subphase 3 Iteration 1 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 2 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 3 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 4 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 5 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 6 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 7 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 8 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 9 Progress: 32%\n",
      "Phase 2 Subphase 3 Iteration 10 Progress: 32%\n",
      "theta -1.611  0.539  0.329  0.000  0.128  0.000 -0.194  0.000  0.000 \n",
      "ac  0.0598  0.0220 -0.0840  0.9525  0.0110  0.9761 -0.0745  0.4240  0.4521 \n",
      "theta: -1.611  0.539  0.329  0.000  0.128  0.000 -0.194  0.000  0.000 \n",
      "\n",
      "Start phase 2.4\n",
      "Phase 2 Subphase 4 Iteration 1 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 2 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 3 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 4 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 5 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 6 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 7 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 8 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 9 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 10 Progress: 45%\n",
      "theta -1.617  0.544  0.338  0.000  0.128  0.000 -0.192  0.000  0.000 \n",
      "ac  0.02736  0.00131 -0.03449  0.96473  0.01958  0.97356  0.06994  0.32719  0.58639 \n",
      "theta: -1.617  0.544  0.338  0.000  0.128  0.000 -0.192  0.000  0.000 \n",
      "\n",
      "Start phase 3 \n",
      "Phase 3 Iteration 500 Progress 85%\n",
      "Phase 3 Iteration 1000 Progress 100%\n",
      "  treatment group_id round player_id earned_wealth       mturk_id endowment\n",
      "1    Wealth       11     1         1            60 A2YTO4EY3MNYAJ         4\n",
      "2    Wealth       11     1         2            40 A23MOF1WG1Z6KB         6\n",
      "3    Wealth       11     1         3            55 A1XRWOK00HK1J4         2\n",
      "4    Wealth       11     1         4            30  AFM65NU0UXIGP         4\n",
      "5    Wealth       11     1         5            65 A36GTTPW17HUL1         6\n",
      "6    Wealth       11     1         6            20 A13QNZQ6JAI4YJ         2\n",
      "  final_wealth wealth\n",
      "1           60      0\n",
      "2           40      0\n",
      "3           55      0\n",
      "4           30      0\n",
      "5           65      0\n",
      "6           20      0\n",
      "[1] \"Wealth-11\"\n",
      "  effectName          include fix   test  initialValue parm\n",
      "1 transitive triplets TRUE    FALSE FALSE          0   0   \n",
      "  effectName    include fix   test  initialValue parm\n",
      "1 endowment ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName      include fix  test  initialValue parm\n",
      "1 endowment alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    185    \n",
      "  effect2\n",
      "1 30     \n",
      "  effectName include fix   test  initialValue parm\n",
      "1 wealth ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName   include fix  test  initialValue parm\n",
      "1 wealth alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    336    \n",
      "  effect2\n",
      "1 30     \n",
      "siena07 will create an output file Wealth_11.txt .\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "No X11 device available, forcing use of batch mode\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Start phase 0 \n",
      "theta: -1.18  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00 \n",
      "\n",
      "Start phase 1 \n",
      "Phase 1 Iteration 1 Progress: 0%\n",
      "Phase 1 Iteration 2 Progress: 0%\n",
      "Phase 1 Iteration 3 Progress: 0%\n",
      "Phase 1 Iteration 4 Progress: 0%\n",
      "Phase 1 Iteration 5 Progress: 0%\n",
      "Phase 1 Iteration 10 Progress: 0%\n",
      "Phase 1 Iteration 15 Progress: 0%\n",
      "Phase 1 Iteration 20 Progress: 1%\n",
      "Phase 1 Iteration 25 Progress: 1%\n",
      "Phase 1 Iteration 30 Progress: 1%\n",
      "Phase 1 Iteration 35 Progress: 1%\n",
      "Phase 1 Iteration 40 Progress: 1%\n",
      "Phase 1 Iteration 45 Progress: 1%\n",
      "Phase 1 Iteration 50 Progress: 2%\n",
      "theta: -1.22544  0.07639  0.03845  0.00000  0.01816  0.00000 -0.00171  0.00000  0.00000 \n",
      "\n",
      "Start phase 2.1\n",
      "Phase 2 Subphase 1 Iteration 1 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 2 Progress: 15%\n",
      "theta -1.27552  0.19252  0.06903  0.00000  0.04177  0.00000  0.00776  0.00000  0.00000 \n",
      "ac 0.833 1.832 0.126 0.855 1.098 1.025 1.135 1.250 0.959 \n",
      "Phase 2 Subphase 1 Iteration 3 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 4 Progress: 15%\n",
      "theta -1.4124  0.4611  0.1182  0.0000  0.1093  0.0000  0.0289  0.0000  0.0000 \n",
      "ac 0.876 1.479 0.112 0.946 1.070 0.827 1.042 1.205 0.862 \n",
      "Phase 2 Subphase 1 Iteration 5 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 6 Progress: 15%\n",
      "theta -1.5223  0.6134  0.1885  0.0000  0.1560  0.0000  0.0416  0.0000  0.0000 \n",
      "ac 0.875 1.539 0.196 0.923 1.070 0.854 1.037 1.202 0.785 \n",
      "Phase 2 Subphase 1 Iteration 7 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 8 Progress: 15%\n",
      "theta -1.6146  0.7071  0.2306  0.0000  0.1857  0.0000  0.0323  0.0000  0.0000 \n",
      "ac 0.866 1.533 0.155 0.919 1.069 0.848 1.049 0.614 0.758 \n",
      "Phase 2 Subphase 1 Iteration 9 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 10 Progress: 15%\n",
      "theta -1.6707  0.7901  0.2837  0.0000  0.2048  0.0000  0.0287  0.0000  0.0000 \n",
      "ac  0.8286  1.0640 -0.0389  1.0047  1.0441  0.9418  1.0120  0.5232  0.7883 \n",
      "theta -1.6127  0.6832  0.2273  0.0000  0.1838  0.0000  0.0245  0.0000  0.0000 \n",
      "ac  0.357 -0.125  0.109  0.953  0.357  0.962  0.275  0.109  0.550 \n",
      "theta: -1.6127  0.6832  0.2273  0.0000  0.1838  0.0000  0.0245  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.2\n",
      "Phase 2 Subphase 2 Iteration 1 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 2 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 3 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 4 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 5 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 6 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 7 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 8 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 9 Progress: 23%\n",
      "Phase 2 Subphase 2 Iteration 10 Progress: 23%\n",
      "theta -1.6077  0.6762  0.2267  0.0000  0.1794  0.0000  0.0266  0.0000  0.0000 \n",
      "ac -0.1804  0.0607  0.0284  0.9932 -0.0565  0.9910 -0.0384  0.0199  0.3921 \n",
      "theta: -1.6077  0.6762  0.2267  0.0000  0.1794  0.0000  0.0266  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.3\n",
      "Phase 2 Subphase 3 Iteration 1 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 2 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 3 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 4 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 5 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 6 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 7 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 8 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 9 Progress: 32%\n",
      "Phase 2 Subphase 3 Iteration 10 Progress: 32%\n",
      "theta -1.6110  0.6764  0.2310  0.0000  0.1785  0.0000  0.0291  0.0000  0.0000 \n",
      "ac -0.000707 -0.050945 -0.044668  0.974229 -0.143233  0.973558 -0.134087 -0.047843  0.622458 \n",
      "theta: -1.6110  0.6764  0.2310  0.0000  0.1785  0.0000  0.0291  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.4\n",
      "Phase 2 Subphase 4 Iteration 1 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 2 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 3 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 4 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 5 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 6 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 7 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 8 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 9 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 10 Progress: 45%\n",
      "theta -1.6080  0.6760  0.2282  0.0000  0.1797  0.0000  0.0267  0.0000  0.0000 \n",
      "ac  0.00282  0.12545 -0.01861  0.96475 -0.04007  0.98916  0.05361  0.10502  0.43155 \n",
      "theta: -1.6080  0.6760  0.2282  0.0000  0.1797  0.0000  0.0267  0.0000  0.0000 \n",
      "\n",
      "Start phase 3 \n",
      "Phase 3 Iteration 500 Progress 85%\n",
      "Phase 3 Iteration 1000 Progress 100%\n",
      "  treatment group_id round player_id earned_wealth       mturk_id endowment\n",
      "1    Wealth       15     1         1            40 A1SS1WAVZAXY44         4\n",
      "2    Wealth       15     1         2            90 A2ZDEERVRN5AMC         6\n",
      "3    Wealth       15     1         3            35 A22DF0EWILGRLV         2\n",
      "4    Wealth       15     1         4            10  A2VUU6C8P07V4         4\n",
      "5    Wealth       15     1         5            30 A1QLOVE2J07QO5         6\n",
      "6    Wealth       15     1         6            35  AH4MHB0B0PJMU         2\n",
      "  final_wealth wealth\n",
      "1           40      0\n",
      "2           90      0\n",
      "3           35      0\n",
      "4           10      0\n",
      "5           30      0\n",
      "6           35      0\n",
      "[1] \"Wealth-15\"\n",
      "  effectName          include fix   test  initialValue parm\n",
      "1 transitive triplets TRUE    FALSE FALSE          0   0   \n",
      "  effectName    include fix   test  initialValue parm\n",
      "1 endowment ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName      include fix  test  initialValue parm\n",
      "1 endowment alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    185    \n",
      "  effect2\n",
      "1 30     \n",
      "  effectName include fix   test  initialValue parm\n",
      "1 wealth ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName   include fix  test  initialValue parm\n",
      "1 wealth alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    336    \n",
      "  effect2\n",
      "1 30     \n",
      "siena07 will create an output file Wealth_15.txt .\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "No X11 device available, forcing use of batch mode\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Start phase 0 \n",
      "theta: -1.16  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00 \n",
      "\n",
      "Start phase 1 \n",
      "Phase 1 Iteration 1 Progress: 0%\n",
      "Phase 1 Iteration 2 Progress: 0%\n",
      "Phase 1 Iteration 3 Progress: 0%\n",
      "Phase 1 Iteration 4 Progress: 0%\n",
      "Phase 1 Iteration 5 Progress: 0%\n",
      "Phase 1 Iteration 10 Progress: 0%\n",
      "Phase 1 Iteration 15 Progress: 0%\n",
      "Phase 1 Iteration 20 Progress: 1%\n",
      "Phase 1 Iteration 25 Progress: 1%\n",
      "Phase 1 Iteration 30 Progress: 1%\n",
      "Phase 1 Iteration 35 Progress: 1%\n",
      "Phase 1 Iteration 40 Progress: 1%\n",
      "Phase 1 Iteration 45 Progress: 1%\n",
      "Phase 1 Iteration 50 Progress: 2%\n",
      "theta: -1.2142  0.0411  0.0606  0.0000  0.0235  0.0000 -0.0390  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.1\n",
      "Phase 2 Subphase 1 Iteration 1 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 2 Progress: 15%\n",
      "theta -1.2678  0.0780  0.1050  0.0000  0.0504  0.0000 -0.0827  0.0000  0.0000 \n",
      "ac  1.2452 -0.0326 -0.4593  0.7077  1.3112  0.7043  0.9883  0.5790  0.1030 \n",
      "Phase 2 Subphase 1 Iteration 3 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 4 Progress: 15%\n",
      "theta -1.414  0.149  0.226  0.000  0.128  0.000 -0.207  0.000  0.000 \n",
      "ac  1.367  0.082 -1.016  0.831  1.319  0.793  0.856  0.330 -0.283 \n",
      "Phase 2 Subphase 1 Iteration 5 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 6 Progress: 15%\n",
      "theta -1.531  0.273  0.322  0.000  0.200  0.000 -0.317  0.000  0.000 \n",
      "ac  1.249 -0.173 -0.745  0.933  0.960  0.909  0.620  0.168 -0.296 \n",
      "Phase 2 Subphase 1 Iteration 7 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 8 Progress: 15%\n",
      "theta -1.613  0.347  0.386  0.000  0.236  0.000 -0.399  0.000  0.000 \n",
      "ac  1.156 -0.362 -0.761  1.006  0.842  0.977  0.620  0.179  0.121 \n",
      "Phase 2 Subphase 1 Iteration 9 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 10 Progress: 15%\n",
      "theta -1.688  0.361  0.464  0.000  0.269  0.000 -0.465  0.000  0.000 \n",
      "ac  1.1560  0.1359 -0.5359  1.1445  0.8388  1.0962  0.6571 -0.0992  0.2965 \n",
      "theta -1.641  0.323  0.344  0.000  0.248  0.000 -0.453  0.000  0.000 \n",
      "ac  0.2891 -0.1478 -0.0633  0.9384  0.1057  0.9768  0.2025  0.0724  0.7921 \n",
      "theta: -1.641  0.323  0.344  0.000  0.248  0.000 -0.453  0.000  0.000 \n",
      "\n",
      "Start phase 2.2\n",
      "Phase 2 Subphase 2 Iteration 1 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 2 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 3 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 4 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 5 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 6 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 7 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 8 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 9 Progress: 23%\n",
      "Phase 2 Subphase 2 Iteration 10 Progress: 23%\n",
      "theta -1.639  0.313  0.346  0.000  0.247  0.000 -0.448  0.000  0.000 \n",
      "ac -0.1308 -0.1452 -0.2932  0.9636 -0.1853  0.9799 -0.0657  0.1331  0.6641 \n",
      "theta: -1.639  0.313  0.346  0.000  0.247  0.000 -0.448  0.000  0.000 \n",
      "\n",
      "Start phase 2.3\n",
      "Phase 2 Subphase 3 Iteration 1 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 2 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 3 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 4 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 5 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 6 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 7 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 8 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 9 Progress: 32%\n",
      "Phase 2 Subphase 3 Iteration 10 Progress: 32%\n",
      "theta -1.639  0.311  0.345  0.000  0.249  0.000 -0.455  0.000  0.000 \n",
      "ac -0.0444 -0.0359 -0.0118  0.9689 -0.0746  0.9739 -0.0201 -0.0265  0.6680 \n",
      "theta: -1.639  0.311  0.345  0.000  0.249  0.000 -0.455  0.000  0.000 \n",
      "\n",
      "Start phase 2.4\n",
      "Phase 2 Subphase 4 Iteration 1 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 2 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 3 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 4 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 5 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 6 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 7 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 8 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 9 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 10 Progress: 45%\n",
      "theta -1.635  0.322  0.339  0.000  0.247  0.000 -0.452  0.000  0.000 \n",
      "ac  0.0223 -0.0469 -0.1099  0.9509  0.0111  0.9767  0.0207  0.0117  0.6991 \n",
      "theta: -1.635  0.322  0.339  0.000  0.247  0.000 -0.452  0.000  0.000 \n",
      "\n",
      "Start phase 3 \n",
      "Phase 3 Iteration 500 Progress 85%\n",
      "Phase 3 Iteration 1000 Progress 100%\n",
      "  treatment group_id round player_id earned_wealth       mturk_id endowment\n",
      "1    Wealth       20     1         1            60 A1ZE87WEYCA44A         4\n",
      "2    Wealth       20     1         2             0 A1OVGCI9KUL4MI         6\n",
      "3    Wealth       20     1         3            80 A2R9OK4M877ZCC         2\n",
      "4    Wealth       20     1         4            35  AM4PAC2YQPREB         4\n",
      "5    Wealth       20     1         5             0 A28ZPY6D5AS7GZ         6\n",
      "6    Wealth       20     1         6            30 A3U2UNSYDPS933         2\n",
      "  final_wealth wealth\n",
      "1           60      0\n",
      "2            0      0\n",
      "3           80      0\n",
      "4           35      0\n",
      "5            0      0\n",
      "6           30      0\n",
      "[1] \"Wealth-20\"\n",
      "  effectName          include fix   test  initialValue parm\n",
      "1 transitive triplets TRUE    FALSE FALSE          0   0   \n",
      "  effectName    include fix   test  initialValue parm\n",
      "1 endowment ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName      include fix  test  initialValue parm\n",
      "1 endowment alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    185    \n",
      "  effect2\n",
      "1 30     \n",
      "  effectName include fix   test  initialValue parm\n",
      "1 wealth ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName   include fix  test  initialValue parm\n",
      "1 wealth alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    336    \n",
      "  effect2\n",
      "1 30     \n",
      "siena07 will create an output file Wealth_20.txt .\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "No X11 device available, forcing use of batch mode\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Start phase 0 \n",
      "theta: -1.1  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0 \n",
      "\n",
      "Start phase 1 \n",
      "Phase 1 Iteration 1 Progress: 0%\n",
      "Phase 1 Iteration 2 Progress: 0%\n",
      "Phase 1 Iteration 3 Progress: 0%\n",
      "Phase 1 Iteration 4 Progress: 0%\n",
      "Phase 1 Iteration 5 Progress: 0%\n",
      "Phase 1 Iteration 10 Progress: 0%\n",
      "Phase 1 Iteration 15 Progress: 0%\n",
      "Phase 1 Iteration 20 Progress: 1%\n",
      "Phase 1 Iteration 25 Progress: 1%\n",
      "Phase 1 Iteration 30 Progress: 1%\n",
      "Phase 1 Iteration 35 Progress: 1%\n",
      "Phase 1 Iteration 40 Progress: 1%\n",
      "Phase 1 Iteration 45 Progress: 1%\n",
      "Phase 1 Iteration 50 Progress: 2%\n",
      "theta: -1.1345  0.0671  0.0217  0.0000  0.0137  0.0000  0.0121  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.1\n",
      "Phase 2 Subphase 1 Iteration 1 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 2 Progress: 15%\n",
      "theta -1.1802  0.1634  0.0355  0.0000  0.0349  0.0000  0.0380  0.0000  0.0000 \n",
      "ac 1.531 2.306 3.828 1.089 1.315 0.903 1.490 1.472 1.738 \n",
      "Phase 2 Subphase 1 Iteration 3 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 4 Progress: 15%\n",
      "theta -1.3041  0.3816  0.0784  0.0000  0.0948  0.0000  0.0931  0.0000  0.0000 \n",
      "ac 1.59 2.32 1.39 1.30 1.39 1.96 1.51 1.68 1.83 \n",
      "Phase 2 Subphase 1 Iteration 5 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 6 Progress: 15%\n",
      "theta -1.3861  0.5290  0.0842  0.0000  0.1346  0.0000  0.1186  0.0000  0.0000 \n",
      "ac 1.56 2.25 1.90 1.26 1.39 1.07 1.46 1.67 1.83 \n",
      "Phase 2 Subphase 1 Iteration 7 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 8 Progress: 15%\n",
      "theta -1.4459  0.5919  0.0961  0.0000  0.1598  0.0000  0.1215  0.0000  0.0000 \n",
      "ac 1.575 2.204 1.200 0.912 1.381 0.953 1.465 1.373 1.606 \n",
      "Phase 2 Subphase 1 Iteration 9 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 10 Progress: 15%\n",
      "theta -1.4691  0.6055  0.0769  0.0000  0.1748  0.0000  0.1269  0.0000  0.0000 \n",
      "ac 1.513 2.016 0.508 0.528 1.371 1.204 1.458 1.342 1.497 \n",
      "theta -1.4330  0.5546  0.1043  0.0000  0.1529  0.0000  0.0965  0.0000  0.0000 \n",
      "ac  0.2298 -0.1091  0.0841  0.4950  0.6885  0.0944  0.5443  0.1980  0.5660 \n",
      "theta: -1.4330  0.5546  0.1043  0.0000  0.1529  0.0000  0.0965  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.2\n",
      "Phase 2 Subphase 2 Iteration 1 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 2 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 3 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 4 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 5 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 6 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 7 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 8 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 9 Progress: 23%\n",
      "Phase 2 Subphase 2 Iteration 10 Progress: 23%\n",
      "theta -1.441  0.558  0.116  0.000  0.153  0.000  0.099  0.000  0.000 \n",
      "ac -0.1102 -0.0445 -0.0113  0.6946 -0.0446  0.0905 -0.0101  0.2648  0.4351 \n",
      "theta: -1.441  0.558  0.116  0.000  0.153  0.000  0.099  0.000  0.000 \n",
      "\n",
      "Start phase 2.3\n",
      "Phase 2 Subphase 3 Iteration 1 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 2 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 3 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 4 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 5 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 6 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 7 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 8 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 9 Progress: 32%\n",
      "Phase 2 Subphase 3 Iteration 10 Progress: 32%\n",
      "theta -1.433  0.553  0.109  0.000  0.152  0.000  0.099  0.000  0.000 \n",
      "ac -0.1133 -0.1959 -0.0568  0.4970  0.0667  0.1821  0.0344  0.1472  0.2238 \n",
      "theta: -1.433  0.553  0.109  0.000  0.152  0.000  0.099  0.000  0.000 \n",
      "\n",
      "Start phase 2.4\n",
      "Phase 2 Subphase 4 Iteration 1 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 2 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 3 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 4 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 5 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 6 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 7 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 8 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 9 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 10 Progress: 45%\n",
      "theta -1.4360  0.5497  0.1127  0.0000  0.1521  0.0000  0.0999  0.0000  0.0000 \n",
      "ac -0.0796  0.0614  0.0038  0.4544  0.0819  0.2411  0.0644  0.1177  0.2988 \n",
      "theta: -1.4360  0.5497  0.1127  0.0000  0.1521  0.0000  0.0999  0.0000  0.0000 \n",
      "\n",
      "Start phase 3 \n",
      "Phase 3 Iteration 500 Progress 85%\n",
      "Phase 3 Iteration 1000 Progress 100%\n",
      "  treatment group_id round player_id earned_wealth       mturk_id endowment\n",
      "1    Wealth       22     1         1            15  ALVNLAB9WP9I4         4\n",
      "2    Wealth       22     1         2            95  A6KIHXQ85IH67         6\n",
      "3    Wealth       22     1         3            10  AQGQN6Y8N8NRP         2\n",
      "4    Wealth       22     1         4            50 a346xpibkbq8z6         4\n",
      "5    Wealth       22     1         5            30 A2VP0TNWIJVKA8         6\n",
      "6    Wealth       22     1         6            30 A2ECXGDFC0NJEL         2\n",
      "  final_wealth wealth\n",
      "1           15      0\n",
      "2           95      0\n",
      "3           10      0\n",
      "4           50      0\n",
      "5           30      0\n",
      "6           30      0\n",
      "[1] \"Wealth-22\"\n",
      "  effectName          include fix   test  initialValue parm\n",
      "1 transitive triplets TRUE    FALSE FALSE          0   0   \n",
      "  effectName    include fix   test  initialValue parm\n",
      "1 endowment ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName      include fix  test  initialValue parm\n",
      "1 endowment alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    185    \n",
      "  effect2\n",
      "1 30     \n",
      "  effectName include fix   test  initialValue parm\n",
      "1 wealth ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName   include fix  test  initialValue parm\n",
      "1 wealth alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    336    \n",
      "  effect2\n",
      "1 30     \n",
      "siena07 will create an output file Wealth_22.txt .\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "No X11 device available, forcing use of batch mode\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Start phase 0 \n",
      "theta: -1.19  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00 \n",
      "\n",
      "Start phase 1 \n",
      "Phase 1 Iteration 1 Progress: 0%\n",
      "Phase 1 Iteration 2 Progress: 0%\n",
      "Phase 1 Iteration 3 Progress: 0%\n",
      "Phase 1 Iteration 4 Progress: 0%\n",
      "Phase 1 Iteration 5 Progress: 0%\n",
      "Phase 1 Iteration 10 Progress: 0%\n",
      "Phase 1 Iteration 15 Progress: 0%\n",
      "Phase 1 Iteration 20 Progress: 1%\n",
      "Phase 1 Iteration 25 Progress: 1%\n",
      "Phase 1 Iteration 30 Progress: 1%\n",
      "Phase 1 Iteration 35 Progress: 1%\n",
      "Phase 1 Iteration 40 Progress: 1%\n",
      "Phase 1 Iteration 45 Progress: 1%\n",
      "Phase 1 Iteration 50 Progress: 2%\n",
      "theta: -1.2255  0.0646  0.0362  0.0000  0.0104  0.0000 -0.0210  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.1\n",
      "Phase 2 Subphase 1 Iteration 1 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 2 Progress: 15%\n",
      "theta -1.2779  0.1494  0.0820  0.0000  0.0212  0.0000 -0.0495  0.0000  0.0000 \n",
      "ac  1.650  0.877  1.264  0.754  1.144 -0.589  0.788  2.194  0.517 \n",
      "Phase 2 Subphase 1 Iteration 3 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 4 Progress: 15%\n",
      "theta -1.4070  0.3911  0.1942  0.0000  0.0573  0.0000 -0.1414  0.0000  0.0000 \n",
      "ac  1.143  0.851 -0.471  1.082  1.260 -0.677  0.784  2.232  0.282 \n",
      "Phase 2 Subphase 1 Iteration 5 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 6 Progress: 15%\n",
      "theta -1.5144  0.5392  0.2599  0.0000  0.0903  0.0000 -0.1965  0.0000  0.0000 \n",
      "ac  1.156  0.843 -0.295  1.241  1.261 -1.582  0.753  1.439  0.314 \n",
      "Phase 2 Subphase 1 Iteration 7 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 8 Progress: 15%\n",
      "theta -1.579  0.616  0.295  0.000  0.114  0.000 -0.228  0.000  0.000 \n",
      "ac  1.155  0.669 -0.308  0.798  1.258 -0.153  0.754  1.503  0.319 \n",
      "Phase 2 Subphase 1 Iteration 9 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 10 Progress: 15%\n",
      "theta -1.628  0.634  0.333  0.000  0.124  0.000 -0.250  0.000  0.000 \n",
      "ac  1.034  0.625 -0.298  0.852  1.231  0.171  0.721  1.444  0.279 \n",
      "theta -1.585  0.550  0.333  0.000  0.101  0.000 -0.202  0.000  0.000 \n",
      "ac  0.20299  0.00176 -0.19586  0.93910  0.09357  0.45125  0.13531  0.52263  0.10816 \n",
      "theta: -1.585  0.550  0.333  0.000  0.101  0.000 -0.202  0.000  0.000 \n",
      "\n",
      "Start phase 2.2\n",
      "Phase 2 Subphase 2 Iteration 1 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 2 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 3 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 4 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 5 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 6 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 7 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 8 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 9 Progress: 23%\n",
      "Phase 2 Subphase 2 Iteration 10 Progress: 23%\n",
      "theta -1.581  0.548  0.331  0.000  0.103  0.000 -0.202  0.000  0.000 \n",
      "ac -0.1521 -0.0432 -0.1728  0.9421  0.1136  0.4607 -0.0487  0.5858  0.0889 \n",
      "theta: -1.581  0.548  0.331  0.000  0.103  0.000 -0.202  0.000  0.000 \n",
      "\n",
      "Start phase 2.3\n",
      "Phase 2 Subphase 3 Iteration 1 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 2 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 3 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 4 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 5 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 6 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 7 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 8 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 9 Progress: 32%\n",
      "Phase 2 Subphase 3 Iteration 10 Progress: 32%\n",
      "theta -1.5822  0.5521  0.3330  0.0000  0.0993  0.0000 -0.1973  0.0000  0.0000 \n",
      "ac  0.010719 -0.062250  0.009151  0.949114  0.013246  0.597197 -0.003146  0.469769  0.000711 \n",
      "theta: -1.5822  0.5521  0.3330  0.0000  0.0993  0.0000 -0.1973  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.4\n",
      "Phase 2 Subphase 4 Iteration 1 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 2 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 3 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 4 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 5 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 6 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 7 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 8 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 9 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 10 Progress: 45%\n",
      "theta -1.582  0.552  0.332  0.000  0.102  0.000 -0.200  0.000  0.000 \n",
      "ac -0.01500 -0.00716 -0.06862  0.95905 -0.08579  0.52761  0.00273  0.47523  0.02778 \n",
      "theta: -1.582  0.552  0.332  0.000  0.102  0.000 -0.200  0.000  0.000 \n",
      "\n",
      "Start phase 3 \n",
      "Phase 3 Iteration 500 Progress 85%\n",
      "Phase 3 Iteration 1000 Progress 100%\n",
      "  treatment group_id round player_id earned_wealth       mturk_id endowment\n",
      "1    Wealth       28     1         1            50 A3NUIEPMZSHEZ4         4\n",
      "2    Wealth       28     1         2            10 A2MFK3HMGTN7S0         6\n",
      "3    Wealth       28     1         3            30 a302cou2nkgjyt         2\n",
      "4    Wealth       28     1         4            60  AI5PG28PIRKFK         4\n",
      "5    Wealth       28     1         5            30  AZLZA0Q87TJZO         6\n",
      "6    Wealth       28     1         6            30  A6FE2ZQNFW12V         2\n",
      "  final_wealth wealth\n",
      "1           50      0\n",
      "2           10      0\n",
      "3           30      0\n",
      "4           60      0\n",
      "5           30      0\n",
      "6           30      0\n",
      "[1] \"Wealth-28\"\n",
      "  effectName          include fix   test  initialValue parm\n",
      "1 transitive triplets TRUE    FALSE FALSE          0   0   \n",
      "  effectName    include fix   test  initialValue parm\n",
      "1 endowment ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName      include fix  test  initialValue parm\n",
      "1 endowment alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    185    \n",
      "  effect2\n",
      "1 30     \n",
      "  effectName include fix   test  initialValue parm\n",
      "1 wealth ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName   include fix  test  initialValue parm\n",
      "1 wealth alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    336    \n",
      "  effect2\n",
      "1 30     \n",
      "siena07 will create an output file Wealth_28.txt .\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "No X11 device available, forcing use of batch mode\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Start phase 0 \n",
      "theta: -1.09  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00 \n",
      "\n",
      "Start phase 1 \n",
      "Phase 1 Iteration 1 Progress: 0%\n",
      "Phase 1 Iteration 2 Progress: 0%\n",
      "Phase 1 Iteration 3 Progress: 0%\n",
      "Phase 1 Iteration 4 Progress: 0%\n",
      "Phase 1 Iteration 5 Progress: 0%\n",
      "Phase 1 Iteration 10 Progress: 0%\n",
      "Phase 1 Iteration 15 Progress: 0%\n",
      "Phase 1 Iteration 20 Progress: 1%\n",
      "Phase 1 Iteration 25 Progress: 1%\n",
      "Phase 1 Iteration 30 Progress: 1%\n",
      "Phase 1 Iteration 35 Progress: 1%\n",
      "Phase 1 Iteration 40 Progress: 1%\n",
      "Phase 1 Iteration 45 Progress: 1%\n",
      "Phase 1 Iteration 50 Progress: 2%\n",
      "theta: -1.1446  0.0370  0.0629  0.0000  0.0218  0.0000 -0.0174  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.1\n",
      "Phase 2 Subphase 1 Iteration 1 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 2 Progress: 15%\n",
      "theta -1.1905  0.0773  0.0976  0.0000  0.0519  0.0000 -0.0364  0.0000  0.0000 \n",
      "ac  1.176  2.396  0.289 -1.320  1.311  1.162  1.081  2.514 -1.729 \n",
      "Phase 2 Subphase 1 Iteration 3 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 4 Progress: 15%\n",
      "theta -1.3395  0.1927  0.2333  0.0000  0.1342  0.0000 -0.0978  0.0000  0.0000 \n",
      "ac  0.7558 -0.4479 -0.0619 -0.3407  1.3893  0.8043  1.2386  1.0550 -2.2821 \n",
      "Phase 2 Subphase 1 Iteration 5 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 6 Progress: 15%\n",
      "theta -1.492  0.257  0.307  0.000  0.192  0.000 -0.137  0.000  0.000 \n",
      "ac  0.8348 -0.3994  0.0176  0.8151  1.3596  1.0472  1.2045  0.9668 -0.7680 \n",
      "Phase 2 Subphase 1 Iteration 7 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 8 Progress: 15%\n",
      "theta -1.573  0.321  0.317  0.000  0.217  0.000 -0.163  0.000  0.000 \n",
      "ac  0.837 -0.376  0.105  1.087  1.361  0.889  1.197  0.801 -1.222 \n",
      "Phase 2 Subphase 1 Iteration 9 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 10 Progress: 15%\n",
      "theta -1.645  0.378  0.360  0.000  0.221  0.000 -0.181  0.000  0.000 \n",
      "ac  0.829 -0.290 -0.115  0.478  1.394  0.910  0.959  0.515 -0.314 \n",
      "theta -1.613  0.393  0.315  0.000  0.215  0.000 -0.157  0.000  0.000 \n",
      "ac  0.2304 -0.2298 -0.2330  0.7477  0.3977  0.7819 -0.0330  0.7412  0.0704 \n",
      "theta: -1.613  0.393  0.315  0.000  0.215  0.000 -0.157  0.000  0.000 \n",
      "\n",
      "Start phase 2.2\n",
      "Phase 2 Subphase 2 Iteration 1 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 2 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 3 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 4 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 5 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 6 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 7 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 8 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 9 Progress: 23%\n",
      "Phase 2 Subphase 2 Iteration 10 Progress: 23%\n",
      "theta -1.607  0.389  0.311  0.000  0.218  0.000 -0.161  0.000  0.000 \n",
      "ac -0.13430 -0.24215 -0.55956  0.78023 -0.00853  0.79335 -0.09017  0.94004  0.14431 \n",
      "theta: -1.607  0.389  0.311  0.000  0.218  0.000 -0.161  0.000  0.000 \n",
      "\n",
      "Start phase 2.3\n",
      "Phase 2 Subphase 3 Iteration 1 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 2 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 3 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 4 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 5 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 6 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 7 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 8 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 9 Progress: 32%\n",
      "Phase 2 Subphase 3 Iteration 10 Progress: 32%\n",
      "theta -1.610  0.382  0.324  0.000  0.214  0.000 -0.157  0.000  0.000 \n",
      "ac -0.08649 -0.00192 -0.05520  0.74512 -0.09810  0.76080 -0.06655  0.76580  0.23390 \n",
      "theta: -1.610  0.382  0.324  0.000  0.214  0.000 -0.157  0.000  0.000 \n",
      "\n",
      "Start phase 2.4\n",
      "Phase 2 Subphase 4 Iteration 1 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 2 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 3 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 4 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 5 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 6 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 7 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 8 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 9 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 10 Progress: 45%\n",
      "theta -1.610  0.387  0.320  0.000  0.215  0.000 -0.159  0.000  0.000 \n",
      "ac  0.0109 -0.0140 -0.0257  0.7282  0.0535  0.7812  0.0937  0.7864  0.1458 \n",
      "theta: -1.610  0.387  0.320  0.000  0.215  0.000 -0.159  0.000  0.000 \n",
      "\n",
      "Start phase 3 \n",
      "Phase 3 Iteration 500 Progress 85%\n",
      "Phase 3 Iteration 1000 Progress 100%\n",
      "[1] 4\n",
      "[1] 6\n",
      "[1] 8\n",
      "[1] 9\n",
      "                                    mu-hat mu-se mu-min mu-plus alpha_mu\n",
      "outdegree (density)                 -1.524 0.034 -1.597  -1.451     0.95\n",
      "reciprocity                          0.559 0.065  0.415   0.698     0.95\n",
      "transitive triplets                  0.187 0.049  0.079   0.292     0.95\n",
      "endowment alter                      0.000 0.000  0.000   0.000     0.00\n",
      "endowment ego                        0.178 0.017  0.140   0.215     0.95\n",
      "wealth alter                         0.000 0.000  0.000   0.000     0.00\n",
      "wealth ego                          -0.120 0.043 -0.216  -0.027     0.95\n",
      "int.  endowment alter x reciprocity  0.000 0.000  0.000   0.000     0.00\n",
      "int.  wealth alter x reciprocity     0.000 0.000  0.000   0.000     0.00\n",
      "                                    sigma-hat sigma-min sigma-plus alpha_sigma\n",
      "outdegree (density)                     0.094     0.053      0.170        0.95\n",
      "reciprocity                             0.178     0.094      0.328        0.95\n",
      "transitive triplets                     0.132     0.067      0.249        0.95\n",
      "endowment alter                         0.000     0.000      0.000        0.00\n",
      "endowment ego                           0.047     0.025      0.086        0.95\n",
      "wealth alter                            0.000     0.000      0.000        0.00\n",
      "wealth ego                              0.129     0.080      0.227        0.95\n",
      "int.  endowment alter x reciprocity     0.000     0.000      0.000        0.00\n",
      "int.  wealth alter x reciprocity        0.000     0.000      0.000        0.00\n",
      "                                     N\n",
      "outdegree (density)                 10\n",
      "reciprocity                         10\n",
      "transitive triplets                 10\n",
      "endowment alter                     10\n",
      "endowment ego                       10\n",
      "wealth alter                        10\n",
      "wealth ego                          10\n",
      "int.  endowment alter x reciprocity 10\n",
      "int.  wealth alter x reciprocity    10\n",
      "       treatment group_id round player_id earned_wealth       mturk_id\n",
      "1 Wealth + Endow        1     1         1            55  AMA18W8F60Y2J\n",
      "2 Wealth + Endow        1     1         2             0 A3A82EHCZOQ2CV\n",
      "3 Wealth + Endow        1     1         3            55 A2KOVSTZGWSVYC\n",
      "4 Wealth + Endow        1     1         4            90 A3RYI5HXC2MJLN\n",
      "5 Wealth + Endow        1     1         5            40  AGPBNPIYRJ79W\n",
      "6 Wealth + Endow        1     1         6            40  AMTTB8JUWRRM7\n",
      "  endowment final_wealth wealth\n",
      "1         4           55      0\n",
      "2         6            0      0\n",
      "3         2           55      0\n",
      "4         4           90      0\n",
      "5         6           40      0\n",
      "6         2           40      0\n",
      "[1] \"Wealth + Endow-1\"\n",
      "  effectName          include fix   test  initialValue parm\n",
      "1 transitive triplets TRUE    FALSE FALSE          0   0   \n",
      "  effectName    include fix   test  initialValue parm\n",
      "1 endowment ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName      include fix  test  initialValue parm\n",
      "1 endowment alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    185    \n",
      "  effect2\n",
      "1 30     \n",
      "  effectName include fix   test  initialValue parm\n",
      "1 wealth ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName   include fix  test  initialValue parm\n",
      "1 wealth alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    336    \n",
      "  effect2\n",
      "1 30     \n",
      "siena07 will create an output file Wealth + Endow_1.txt .\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "No X11 device available, forcing use of batch mode\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Start phase 0 \n",
      "theta: -1.04  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00 \n",
      "\n",
      "Start phase 1 \n",
      "Phase 1 Iteration 1 Progress: 0%\n",
      "Phase 1 Iteration 2 Progress: 0%\n",
      "Phase 1 Iteration 3 Progress: 0%\n",
      "Phase 1 Iteration 4 Progress: 0%\n",
      "Phase 1 Iteration 5 Progress: 0%\n",
      "Phase 1 Iteration 10 Progress: 0%\n",
      "Phase 1 Iteration 15 Progress: 0%\n",
      "Phase 1 Iteration 20 Progress: 1%\n",
      "Phase 1 Iteration 25 Progress: 1%\n",
      "Phase 1 Iteration 30 Progress: 1%\n",
      "Phase 1 Iteration 35 Progress: 1%\n",
      "Phase 1 Iteration 40 Progress: 1%\n",
      "Phase 1 Iteration 45 Progress: 1%\n",
      "Phase 1 Iteration 50 Progress: 2%\n",
      "theta: -1.08099  0.12840 -0.00114  0.00000  0.01701  0.00000 -0.00225  0.00000  0.00000 \n",
      "\n",
      "Start phase 2.1\n",
      "Phase 2 Subphase 1 Iteration 1 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 2 Progress: 15%\n",
      "theta -1.11756  0.27724 -0.01417  0.00000  0.04259  0.00000 -0.00607  0.00000  0.00000 \n",
      "ac  1.325  1.059  1.330  1.671  1.589  1.482  1.210  1.574 -0.609 \n",
      "Phase 2 Subphase 1 Iteration 3 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 4 Progress: 15%\n",
      "theta -1.22516  0.75187 -0.07130  0.00000  0.11016  0.00000 -0.00685  0.00000  0.00000 \n",
      "ac 1.079 1.156 1.651 1.074 1.630 0.773 1.209 1.447 1.040 \n",
      "Phase 2 Subphase 1 Iteration 5 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 6 Progress: 15%\n",
      "theta -1.34907  1.09234 -0.06887  0.00000  0.15526  0.00000  0.00397  0.00000  0.00000 \n",
      "ac 1.174 1.124 1.235 0.776 1.632 0.790 1.164 0.843 0.800 \n",
      "Phase 2 Subphase 1 Iteration 7 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 8 Progress: 15%\n",
      "theta -1.43129  1.23737 -0.06258  0.00000  0.18968  0.00000  0.00185  0.00000  0.00000 \n",
      "ac 1.200 1.108 0.889 0.904 1.631 0.760 1.147 0.631 0.826 \n",
      "Phase 2 Subphase 1 Iteration 9 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 10 Progress: 15%\n",
      "theta -1.46391  1.27430 -0.09699  0.00000  0.21100  0.00000 -0.00637  0.00000  0.00000 \n",
      "ac 1.156 1.099 0.913 0.859 1.635 0.889 1.145 0.708 1.390 \n",
      "theta -1.41834  1.12621 -0.09236  0.00000  0.17749  0.00000  0.00538  0.00000  0.00000 \n",
      "ac  0.41156  0.52495 -0.01053  0.96061  0.45555  0.96222 -0.00987  0.80669  0.72636 \n",
      "theta: -1.41834  1.12621 -0.09236  0.00000  0.17749  0.00000  0.00538  0.00000  0.00000 \n",
      "\n",
      "Start phase 2.2\n",
      "Phase 2 Subphase 2 Iteration 1 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 2 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 3 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 4 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 5 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 6 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 7 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 8 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 9 Progress: 23%\n",
      "Phase 2 Subphase 2 Iteration 10 Progress: 23%\n",
      "theta -1.42134  1.12836 -0.08448  0.00000  0.17558  0.00000  0.00796  0.00000  0.00000 \n",
      "ac  0.0879  0.0106 -0.0866  0.9838  0.0650  0.9042 -0.1340  0.7915  0.7586 \n",
      "theta: -1.42134  1.12836 -0.08448  0.00000  0.17558  0.00000  0.00796  0.00000  0.00000 \n",
      "\n",
      "Start phase 2.3\n",
      "Phase 2 Subphase 3 Iteration 1 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 2 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 3 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 4 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 5 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 6 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 7 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 8 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 9 Progress: 32%\n",
      "Phase 2 Subphase 3 Iteration 10 Progress: 32%\n",
      "theta -1.42404  1.13245 -0.07756  0.00000  0.17513  0.00000  0.00555  0.00000  0.00000 \n",
      "ac  0.1607 -0.0732  0.0810  0.9435 -0.1387  0.9120 -0.0857  0.8856  0.7997 \n",
      "theta: -1.42404  1.13245 -0.07756  0.00000  0.17513  0.00000  0.00555  0.00000  0.00000 \n",
      "\n",
      "Start phase 2.4\n",
      "Phase 2 Subphase 4 Iteration 1 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 2 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 3 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 4 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 5 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 6 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 7 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 8 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 9 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 10 Progress: 45%\n",
      "theta -1.42145  1.12795 -0.08277  0.00000  0.17615  0.00000  0.00567  0.00000  0.00000 \n",
      "ac  0.056231  0.012939  0.026090  0.964658 -0.034721  0.932523  0.000224  0.803861  0.792170 \n",
      "theta: -1.42145  1.12795 -0.08277  0.00000  0.17615  0.00000  0.00567  0.00000  0.00000 \n",
      "\n",
      "Start phase 3 \n",
      "Phase 3 Iteration 500 Progress 85%\n",
      "Phase 3 Iteration 1000 Progress 100%\n",
      "       treatment group_id round player_id earned_wealth       mturk_id\n",
      "1 Wealth + Endow        7     1         1            70  A2R1TM9CS8OAL\n",
      "2 Wealth + Endow        7     1         2            45 A2JCK494NV7TFX\n",
      "3 Wealth + Endow        7     1         3            40 A2XSGALF8O9ISQ\n",
      "4 Wealth + Endow        7     1         4            30 A3GIIL73GE2CBQ\n",
      "5 Wealth + Endow        7     1         5            15 A20SL254675EOK\n",
      "6 Wealth + Endow        7     1         6            65  AIOZF654BN0LT\n",
      "  endowment final_wealth wealth\n",
      "1         4           70      0\n",
      "2         6           45      0\n",
      "3         2           40      0\n",
      "4         4           30      0\n",
      "5         6           15      0\n",
      "6         2           65      0\n",
      "[1] \"Wealth + Endow-7\"\n",
      "  effectName          include fix   test  initialValue parm\n",
      "1 transitive triplets TRUE    FALSE FALSE          0   0   \n",
      "  effectName    include fix   test  initialValue parm\n",
      "1 endowment ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName      include fix  test  initialValue parm\n",
      "1 endowment alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    185    \n",
      "  effect2\n",
      "1 30     \n",
      "  effectName include fix   test  initialValue parm\n",
      "1 wealth ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName   include fix  test  initialValue parm\n",
      "1 wealth alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    336    \n",
      "  effect2\n",
      "1 30     \n",
      "siena07 will create an output file Wealth + Endow_7.txt .\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "No X11 device available, forcing use of batch mode\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Start phase 0 \n",
      "theta: -1.05  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00 \n",
      "\n",
      "Start phase 1 \n",
      "Phase 1 Iteration 1 Progress: 0%\n",
      "Phase 1 Iteration 2 Progress: 0%\n",
      "Phase 1 Iteration 3 Progress: 0%\n",
      "Phase 1 Iteration 4 Progress: 0%\n",
      "Phase 1 Iteration 5 Progress: 0%\n",
      "Phase 1 Iteration 10 Progress: 0%\n",
      "Phase 1 Iteration 15 Progress: 0%\n",
      "Phase 1 Iteration 20 Progress: 1%\n",
      "Phase 1 Iteration 25 Progress: 1%\n",
      "Phase 1 Iteration 30 Progress: 1%\n",
      "Phase 1 Iteration 35 Progress: 1%\n",
      "Phase 1 Iteration 40 Progress: 1%\n",
      "Phase 1 Iteration 45 Progress: 1%\n",
      "Phase 1 Iteration 50 Progress: 2%\n",
      "theta: -1.07972  0.06896  0.01814  0.00000  0.00351  0.00000  0.00848  0.00000  0.00000 \n",
      "\n",
      "Start phase 2.1\n",
      "Phase 2 Subphase 1 Iteration 1 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 2 Progress: 15%\n",
      "theta -1.11712  0.18425  0.03049  0.00000  0.00861  0.00000  0.02532  0.00000  0.00000 \n",
      "ac 1.06 1.58 4.74 1.13 1.03 1.17 1.28 1.04 2.67 \n",
      "Phase 2 Subphase 1 Iteration 3 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 4 Progress: 15%\n",
      "theta -1.2269  0.4427  0.0782  0.0000  0.0221  0.0000  0.0635  0.0000  0.0000 \n",
      "ac 1.15 1.53 2.58 0.64 1.07 0.65 1.33 1.26 3.08 \n",
      "Phase 2 Subphase 1 Iteration 5 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 6 Progress: 15%\n",
      "theta -1.3079  0.5882  0.1030  0.0000  0.0316  0.0000  0.0762  0.0000  0.0000 \n",
      "ac 1.157 1.395 0.153 0.689 0.806 0.815 1.354 0.914 2.804 \n",
      "Phase 2 Subphase 1 Iteration 7 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 8 Progress: 15%\n",
      "theta -1.3535  0.7112  0.1256  0.0000  0.0422  0.0000  0.0720  0.0000  0.0000 \n",
      "ac 1.1599 1.2561 0.0679 0.7091 0.8184 0.9456 1.3101 0.6941 0.5987 \n",
      "Phase 2 Subphase 1 Iteration 9 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 10 Progress: 15%\n",
      "theta -1.3817  0.7473  0.1394  0.0000  0.0478  0.0000  0.0694  0.0000  0.0000 \n",
      "ac 1.1288 1.2434 0.0465 0.8344 0.7911 0.8344 1.1876 0.6552 0.5829 \n",
      "theta -1.3617  0.6641  0.1581  0.0000  0.0339  0.0000  0.0740  0.0000  0.0000 \n",
      "ac  0.1799  0.0578 -0.1175  0.9597  0.1056  0.8633  0.1071  0.7798  0.3505 \n",
      "theta: -1.3617  0.6641  0.1581  0.0000  0.0339  0.0000  0.0740  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.2\n",
      "Phase 2 Subphase 2 Iteration 1 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 2 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 3 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 4 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 5 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 6 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 7 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 8 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 9 Progress: 23%\n",
      "Phase 2 Subphase 2 Iteration 10 Progress: 23%\n",
      "theta -1.3594  0.6498  0.1561  0.0000  0.0343  0.0000  0.0735  0.0000  0.0000 \n",
      "ac -0.00232 -0.05718 -0.01152  0.96912 -0.23566  0.75746 -0.02561  0.82651  0.53617 \n",
      "theta: -1.3594  0.6498  0.1561  0.0000  0.0343  0.0000  0.0735  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.3\n",
      "Phase 2 Subphase 3 Iteration 1 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 2 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 3 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 4 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 5 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 6 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 7 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 8 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 9 Progress: 32%\n",
      "Phase 2 Subphase 3 Iteration 10 Progress: 32%\n",
      "theta -1.3546  0.6524  0.1486  0.0000  0.0337  0.0000  0.0755  0.0000  0.0000 \n",
      "ac  0.08338 -0.09280  0.08798  0.92969 -0.00102  0.90948  0.05580  0.74378  0.48506 \n",
      "theta: -1.3546  0.6524  0.1486  0.0000  0.0337  0.0000  0.0755  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.4\n",
      "Phase 2 Subphase 4 Iteration 1 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 2 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 3 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 4 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 5 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 6 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 7 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 8 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 9 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 10 Progress: 45%\n",
      "theta -1.3565  0.6537  0.1531  0.0000  0.0342  0.0000  0.0739  0.0000  0.0000 \n",
      "ac -0.0310  0.0211  0.0426  0.9149  0.0175  0.8550 -0.0461  0.7634  0.4351 \n",
      "theta: -1.3565  0.6537  0.1531  0.0000  0.0342  0.0000  0.0739  0.0000  0.0000 \n",
      "\n",
      "Start phase 3 \n",
      "Phase 3 Iteration 500 Progress 85%\n",
      "Phase 3 Iteration 1000 Progress 100%\n",
      "       treatment group_id round player_id earned_wealth       mturk_id\n",
      "1 Wealth + Endow        8     1         1            50 A3FY6THWKRYN9M\n",
      "2 Wealth + Endow        8     1         2            85 A324VBRLXHG5IB\n",
      "3 Wealth + Endow        8     1         3            15 A2YP60DM1HYTH8\n",
      "4 Wealth + Endow        8     1         4            70 A1HHKQZNE4MUBC\n",
      "5 Wealth + Endow        8     1         5            50 A2LMREAO2XRLTM\n",
      "6 Wealth + Endow        8     1         6            80 A2SO6K35NMGBB7\n",
      "  endowment final_wealth wealth\n",
      "1         4           50      0\n",
      "2         6           85      0\n",
      "3         2           15      0\n",
      "4         4           70      0\n",
      "5         6           50      0\n",
      "6         2           80      0\n",
      "[1] \"Wealth + Endow-8\"\n",
      "  effectName          include fix   test  initialValue parm\n",
      "1 transitive triplets TRUE    FALSE FALSE          0   0   \n",
      "  effectName    include fix   test  initialValue parm\n",
      "1 endowment ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName      include fix  test  initialValue parm\n",
      "1 endowment alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    185    \n",
      "  effect2\n",
      "1 30     \n",
      "  effectName include fix   test  initialValue parm\n",
      "1 wealth ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName   include fix  test  initialValue parm\n",
      "1 wealth alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    336    \n",
      "  effect2\n",
      "1 30     \n",
      "siena07 will create an output file Wealth + Endow_8.txt .\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "No X11 device available, forcing use of batch mode\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Start phase 0 \n",
      "theta: -1.08  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00 \n",
      "\n",
      "Start phase 1 \n",
      "Phase 1 Iteration 1 Progress: 0%\n",
      "Phase 1 Iteration 2 Progress: 0%\n",
      "Phase 1 Iteration 3 Progress: 0%\n",
      "Phase 1 Iteration 4 Progress: 0%\n",
      "Phase 1 Iteration 5 Progress: 0%\n",
      "Phase 1 Iteration 10 Progress: 0%\n",
      "Phase 1 Iteration 15 Progress: 0%\n",
      "Phase 1 Iteration 20 Progress: 1%\n",
      "Phase 1 Iteration 25 Progress: 1%\n",
      "Phase 1 Iteration 30 Progress: 1%\n",
      "Phase 1 Iteration 35 Progress: 1%\n",
      "Phase 1 Iteration 40 Progress: 1%\n",
      "Phase 1 Iteration 45 Progress: 1%\n",
      "Phase 1 Iteration 50 Progress: 2%\n",
      "theta: -1.1217  0.0156  0.0351  0.0000  0.0272  0.0000 -0.0231  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.1\n",
      "Phase 2 Subphase 1 Iteration 1 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 2 Progress: 15%\n",
      "theta -1.1563  0.0222  0.0472  0.0000  0.0635  0.0000 -0.0505  0.0000  0.0000 \n",
      "ac  1.279 -0.452  1.809  0.176  1.183  1.085  0.965  0.753  0.517 \n",
      "Phase 2 Subphase 1 Iteration 3 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 4 Progress: 15%\n",
      "theta -1.270  0.112  0.108  0.000  0.163  0.000 -0.132  0.000  0.000 \n",
      "ac  0.867 -0.607  0.292  0.549  1.258  1.051  1.058  0.751 -0.362 \n",
      "Phase 2 Subphase 1 Iteration 5 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 6 Progress: 15%\n",
      "theta -1.392  0.152  0.176  0.000  0.228  0.000 -0.187  0.000  0.000 \n",
      "ac  0.9256 -0.6054 -0.0984  0.9259  1.1826  0.9959  0.9744  0.5274 -0.3170 \n",
      "Phase 2 Subphase 1 Iteration 7 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 8 Progress: 15%\n",
      "theta -1.477  0.216  0.216  0.000  0.271  0.000 -0.230  0.000  0.000 \n",
      "ac  0.932 -0.240  0.556  0.410  1.184  1.022  0.970  0.211  0.624 \n",
      "Phase 2 Subphase 1 Iteration 9 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 10 Progress: 15%\n",
      "theta -1.532  0.227  0.214  0.000  0.298  0.000 -0.252  0.000  0.000 \n",
      "ac  0.938 -0.233  0.644  0.557  1.152  0.988  0.976  0.160  0.997 \n",
      "theta -1.524  0.305  0.171  0.000  0.282  0.000 -0.254  0.000  0.000 \n",
      "ac  0.390 -0.104 -0.138  0.715  0.499  0.935  0.117  0.269  0.772 \n",
      "theta: -1.524  0.305  0.171  0.000  0.282  0.000 -0.254  0.000  0.000 \n",
      "\n",
      "Start phase 2.2\n",
      "Phase 2 Subphase 2 Iteration 1 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 2 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 3 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 4 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 5 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 6 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 7 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 8 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 9 Progress: 23%\n",
      "Phase 2 Subphase 2 Iteration 10 Progress: 23%\n",
      "theta -1.523  0.289  0.182  0.000  0.280  0.000 -0.249  0.000  0.000 \n",
      "ac -0.28648 -0.11217 -0.00462  0.72485 -0.06948  0.99775 -0.03597  0.52593  0.78665 \n",
      "theta: -1.523  0.289  0.182  0.000  0.280  0.000 -0.249  0.000  0.000 \n",
      "\n",
      "Start phase 2.3\n",
      "Phase 2 Subphase 3 Iteration 1 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 2 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 3 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 4 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 5 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 6 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 7 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 8 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 9 Progress: 32%\n",
      "Phase 2 Subphase 3 Iteration 10 Progress: 32%\n",
      "theta -1.520  0.303  0.178  0.000  0.278  0.000 -0.256  0.000  0.000 \n",
      "ac -9.03e-05 -1.82e-02 -9.34e-03  7.55e-01 -9.40e-02  9.80e-01 -3.43e-02  3.28e-01  8.38e-01 \n",
      "theta: -1.520  0.303  0.178  0.000  0.278  0.000 -0.256  0.000  0.000 \n",
      "\n",
      "Start phase 2.4\n",
      "Phase 2 Subphase 4 Iteration 1 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 2 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 3 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 4 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 5 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 6 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 7 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 8 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 9 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 10 Progress: 45%\n",
      "theta -1.519  0.295  0.174  0.000  0.279  0.000 -0.254  0.000  0.000 \n",
      "ac  0.0712 -0.0258  0.0541  0.7626  0.0284  0.9847  0.1117  0.3832  0.7646 \n",
      "theta: -1.519  0.295  0.174  0.000  0.279  0.000 -0.254  0.000  0.000 \n",
      "\n",
      "Start phase 3 \n",
      "Phase 3 Iteration 500 Progress 85%\n",
      "Phase 3 Iteration 1000 Progress 100%\n",
      "       treatment group_id round player_id earned_wealth       mturk_id\n",
      "1 Wealth + Endow       13     1         1            45 A1MIB492BU9KIQ\n",
      "2 Wealth + Endow       13     1         2            45  A8YKW1VVT14AF\n",
      "3 Wealth + Endow       13     1         3            80 A2F5AZQ55LXHKT\n",
      "4 Wealth + Endow       13     1         4            45  AEEL6DE8FQSX6\n",
      "5 Wealth + Endow       13     1         5           120 A3F5C4XJAEPIUI\n",
      "6 Wealth + Endow       13     1         6            30  AJ7MWBQFNH3E4\n",
      "  endowment final_wealth wealth\n",
      "1         4           45      0\n",
      "2         6           45      0\n",
      "3         2           80      0\n",
      "4         4           45      0\n",
      "5         6          120      0\n",
      "6         2           30      0\n",
      "[1] \"Wealth + Endow-13\"\n",
      "  effectName          include fix   test  initialValue parm\n",
      "1 transitive triplets TRUE    FALSE FALSE          0   0   \n",
      "  effectName    include fix   test  initialValue parm\n",
      "1 endowment ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName      include fix  test  initialValue parm\n",
      "1 endowment alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    185    \n",
      "  effect2\n",
      "1 30     \n",
      "  effectName include fix   test  initialValue parm\n",
      "1 wealth ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName   include fix  test  initialValue parm\n",
      "1 wealth alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    336    \n",
      "  effect2\n",
      "1 30     \n",
      "siena07 will create an output file Wealth + Endow_13.txt .\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "No X11 device available, forcing use of batch mode\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Start phase 0 \n",
      "theta: -1.24  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00 \n",
      "\n",
      "Start phase 1 \n",
      "Phase 1 Iteration 1 Progress: 0%\n",
      "Phase 1 Iteration 2 Progress: 0%\n",
      "Phase 1 Iteration 3 Progress: 0%\n",
      "Phase 1 Iteration 4 Progress: 0%\n",
      "Phase 1 Iteration 5 Progress: 0%\n",
      "Phase 1 Iteration 10 Progress: 0%\n",
      "Phase 1 Iteration 15 Progress: 0%\n",
      "Phase 1 Iteration 20 Progress: 1%\n",
      "Phase 1 Iteration 25 Progress: 1%\n",
      "Phase 1 Iteration 30 Progress: 1%\n",
      "Phase 1 Iteration 35 Progress: 1%\n",
      "Phase 1 Iteration 40 Progress: 1%\n",
      "Phase 1 Iteration 45 Progress: 1%\n",
      "Phase 1 Iteration 50 Progress: 2%\n",
      "theta: -1.2997  0.0395  0.0859  0.0000  0.0144  0.0000 -0.0220  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.1\n",
      "Phase 2 Subphase 1 Iteration 1 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 2 Progress: 15%\n",
      "theta -1.3596  0.0846  0.1764  0.0000  0.0309  0.0000 -0.0523  0.0000  0.0000 \n",
      "ac 0.940 7.489 3.250 0.789 0.890 1.112 1.652 0.593 1.197 \n",
      "Phase 2 Subphase 1 Iteration 3 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 4 Progress: 15%\n",
      "theta -1.5418  0.2427  0.4022  0.0000  0.0872  0.0000 -0.1336  0.0000  0.0000 \n",
      "ac 1.013 1.528 2.504 0.919 0.993 1.179 1.578 0.879 0.950 \n",
      "Phase 2 Subphase 1 Iteration 5 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 6 Progress: 15%\n",
      "theta -1.686  0.395  0.535  0.000  0.130  0.000 -0.210  0.000  0.000 \n",
      "ac 1.023 0.572 0.525 1.019 0.994 1.165 1.187 0.450 0.913 \n",
      "Phase 2 Subphase 1 Iteration 7 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 8 Progress: 15%\n",
      "theta -1.778  0.477  0.536  0.000  0.161  0.000 -0.248  0.000  0.000 \n",
      "ac 1.019 0.577 0.522 0.827 0.990 0.933 1.011 0.526 0.833 \n",
      "Phase 2 Subphase 1 Iteration 9 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 10 Progress: 15%\n",
      "theta -1.844  0.531  0.524  0.000  0.179  0.000 -0.286  0.000  0.000 \n",
      "ac 0.980 0.535 0.459 0.811 0.967 0.954 0.966 0.632 0.805 \n",
      "theta -1.817  0.418  0.513  0.000  0.195  0.000 -0.319  0.000  0.000 \n",
      "ac  0.359 -0.158 -0.124  0.990  0.173  0.984  0.133  0.820  0.538 \n",
      "theta: -1.817  0.418  0.513  0.000  0.195  0.000 -0.319  0.000  0.000 \n",
      "\n",
      "Start phase 2.2\n",
      "Phase 2 Subphase 2 Iteration 1 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 2 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 3 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 4 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 5 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 6 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 7 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 8 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 9 Progress: 23%\n",
      "Phase 2 Subphase 2 Iteration 10 Progress: 23%\n",
      "theta -1.808  0.415  0.507  0.000  0.193  0.000 -0.316  0.000  0.000 \n",
      "ac -0.1529 -0.2083 -0.2942  0.9796 -0.1123  0.9718 -0.0158  0.9010  0.5751 \n",
      "theta: -1.808  0.415  0.507  0.000  0.193  0.000 -0.316  0.000  0.000 \n",
      "\n",
      "Start phase 2.3\n",
      "Phase 2 Subphase 3 Iteration 1 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 2 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 3 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 4 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 5 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 6 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 7 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 8 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 9 Progress: 32%\n",
      "Phase 2 Subphase 3 Iteration 10 Progress: 32%\n",
      "theta -1.815  0.418  0.508  0.000  0.195  0.000 -0.320  0.000  0.000 \n",
      "ac -0.133 -0.115 -0.208  0.917  0.051  0.975 -0.134  0.932  0.441 \n",
      "theta: -1.815  0.418  0.508  0.000  0.195  0.000 -0.320  0.000  0.000 \n",
      "\n",
      "Start phase 2.4\n",
      "Phase 2 Subphase 4 Iteration 1 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 2 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 3 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 4 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 5 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 6 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 7 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 8 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 9 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 10 Progress: 45%\n",
      "theta -1.819  0.422  0.515  0.000  0.194  0.000 -0.319  0.000  0.000 \n",
      "ac -0.0634 -0.0743 -0.1206  0.9326 -0.0704  0.9871 -0.0333  0.8775  0.5085 \n",
      "theta: -1.819  0.422  0.515  0.000  0.194  0.000 -0.319  0.000  0.000 \n",
      "\n",
      "Start phase 3 \n",
      "Phase 3 Iteration 500 Progress 85%\n",
      "Phase 3 Iteration 1000 Progress 100%\n",
      "       treatment group_id round player_id earned_wealth       mturk_id\n",
      "1 Wealth + Endow       23     1         1            65  AILDNTO2TWB4A\n",
      "2 Wealth + Endow       23     1         2            45 A2WQTNO91C05GC\n",
      "3 Wealth + Endow       23     1         3            40 A2Q3KN46PUMMX2\n",
      "4 Wealth + Endow       23     1         4             0 A2EED3HLTA96CP\n",
      "5 Wealth + Endow       23     1         5           130 A2W59CL4UQ3S4S\n",
      "6 Wealth + Endow       23     1         6            10  A7204W9E8IR1R\n",
      "  endowment final_wealth wealth\n",
      "1         4           65      0\n",
      "2         2           45      0\n",
      "3         2           40      0\n",
      "4         4            0      0\n",
      "5         6          130      0\n",
      "6         2           10      0\n",
      "[1] \"Wealth + Endow-23\"\n",
      "  effectName          include fix   test  initialValue parm\n",
      "1 transitive triplets TRUE    FALSE FALSE          0   0   \n",
      "  effectName    include fix   test  initialValue parm\n",
      "1 endowment ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName      include fix  test  initialValue parm\n",
      "1 endowment alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    185    \n",
      "  effect2\n",
      "1 30     \n",
      "  effectName include fix   test  initialValue parm\n",
      "1 wealth ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName   include fix  test  initialValue parm\n",
      "1 wealth alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    336    \n",
      "  effect2\n",
      "1 30     \n",
      "siena07 will create an output file Wealth + Endow_23.txt .\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "No X11 device available, forcing use of batch mode\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Start phase 0 \n",
      "theta: -1.36  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00 \n",
      "\n",
      "Start phase 1 \n",
      "Phase 1 Iteration 1 Progress: 0%\n",
      "Phase 1 Iteration 2 Progress: 0%\n",
      "Phase 1 Iteration 3 Progress: 0%\n",
      "Phase 1 Iteration 4 Progress: 0%\n",
      "Phase 1 Iteration 5 Progress: 0%\n",
      "Phase 1 Iteration 10 Progress: 0%\n",
      "Phase 1 Iteration 15 Progress: 0%\n",
      "Phase 1 Iteration 20 Progress: 1%\n",
      "Phase 1 Iteration 25 Progress: 1%\n",
      "Phase 1 Iteration 30 Progress: 1%\n",
      "Phase 1 Iteration 35 Progress: 1%\n",
      "Phase 1 Iteration 40 Progress: 1%\n",
      "Phase 1 Iteration 45 Progress: 1%\n",
      "Phase 1 Iteration 50 Progress: 2%\n",
      "theta: -1.4277  0.0420  0.1362  0.0000  0.0272  0.0000 -0.0255  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.1\n",
      "Phase 2 Subphase 1 Iteration 1 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 2 Progress: 15%\n",
      "theta -1.5086  0.0735  0.2745  0.0000  0.0613  0.0000 -0.0359  0.0000  0.0000 \n",
      "ac    1.034   -0.890 -134.618    0.884    2.081    1.120  -37.098    0.581    0.972 \n",
      "Phase 2 Subphase 1 Iteration 3 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 4 Progress: 15%\n",
      "theta -1.7512  0.2510  0.6373  0.0000  0.1536  0.0000 -0.0897  0.0000  0.0000 \n",
      "ac  1.034 -0.937 -0.634  0.841  1.985  0.986 -3.955 -1.137 -0.494 \n",
      "Phase 2 Subphase 1 Iteration 5 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 6 Progress: 15%\n",
      "theta -1.892  0.286  0.633  0.000  0.219  0.000 -0.134  0.000  0.000 \n",
      "ac  1.165  2.939 -3.894  0.969  1.792  1.004  0.895  2.014  1.906 \n",
      "Phase 2 Subphase 1 Iteration 7 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 8 Progress: 15%\n",
      "theta -2.018  0.258  0.729  0.000  0.269  0.000 -0.178  0.000  0.000 \n",
      "ac  1.167  2.953 -0.324  0.926  1.587  0.906  0.266  0.941  1.776 \n",
      "Phase 2 Subphase 1 Iteration 9 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 10 Progress: 15%\n",
      "theta -2.101  0.286  0.795  0.000  0.301  0.000 -0.232  0.000  0.000 \n",
      "ac  1.127  0.506 -0.505  0.877  1.584  0.916  0.376  0.354  0.513 \n",
      "theta -2.088  0.302  0.657  0.000  0.361  0.000 -0.305  0.000  0.000 \n",
      "ac  0.28531 -0.19821 -0.29167  0.97179 -0.00384  0.98438 -0.15403  0.24781  0.07727 \n",
      "theta: -2.088  0.302  0.657  0.000  0.361  0.000 -0.305  0.000  0.000 \n",
      "\n",
      "Start phase 2.2\n",
      "Phase 2 Subphase 2 Iteration 1 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 2 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 3 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 4 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 5 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 6 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 7 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 8 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 9 Progress: 23%\n",
      "Phase 2 Subphase 2 Iteration 10 Progress: 23%\n",
      "theta -2.095  0.325  0.675  0.000  0.365  0.000 -0.303  0.000  0.000 \n",
      "ac -0.0267 -0.0331 -0.1750  0.9306 -0.1256  0.8856 -0.1476  0.4101  0.1570 \n",
      "theta: -2.095  0.325  0.675  0.000  0.365  0.000 -0.303  0.000  0.000 \n",
      "\n",
      "Start phase 2.3\n",
      "Phase 2 Subphase 3 Iteration 1 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 2 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 3 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 4 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 5 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 6 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 7 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 8 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 9 Progress: 32%\n",
      "Phase 2 Subphase 3 Iteration 10 Progress: 32%\n",
      "theta -2.092  0.302  0.683  0.000  0.356  0.000 -0.301  0.000  0.000 \n",
      "ac -0.00606 -0.10857 -0.06956  0.95839 -0.10816  0.97110 -0.08714  0.49915  0.04563 \n",
      "theta: -2.092  0.302  0.683  0.000  0.356  0.000 -0.301  0.000  0.000 \n",
      "\n",
      "Start phase 2.4\n",
      "Phase 2 Subphase 4 Iteration 1 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 2 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 3 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 4 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 5 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 6 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 7 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 8 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 9 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 10 Progress: 45%\n",
      "theta -2.087  0.303  0.679  0.000  0.355  0.000 -0.298  0.000  0.000 \n",
      "ac -0.04265 -0.00888 -0.00236  0.95386 -0.12494  0.93089 -0.11034  0.62389  0.13920 \n",
      "theta: -2.087  0.303  0.679  0.000  0.355  0.000 -0.298  0.000  0.000 \n",
      "\n",
      "Start phase 3 \n",
      "Phase 3 Iteration 500 Progress 85%\n",
      "Phase 3 Iteration 1000 Progress 100%\n",
      "       treatment group_id round player_id earned_wealth       mturk_id\n",
      "1 Wealth + Endow       24     1         1            65 A304JFG8AJM7U6\n",
      "2 Wealth + Endow       24     1         2            65 A1XPUUD0HLD6HB\n",
      "3 Wealth + Endow       24     1         3            25 A2CFE6AZS73RNS\n",
      "4 Wealth + Endow       24     1         4            85 A2L26DMSVUEDP6\n",
      "5 Wealth + Endow       24     1         5            25 A2Z43TA0WZ0EG0\n",
      "6 Wealth + Endow       24     1         6            15 A31BFQ3V5CLBGH\n",
      "  endowment final_wealth wealth\n",
      "1         4           65      0\n",
      "2         6           65      0\n",
      "3         2           25      0\n",
      "4         4           85      0\n",
      "5         6           25      0\n",
      "6         2           15      0\n",
      "[1] \"Wealth + Endow-24\"\n",
      "  effectName          include fix   test  initialValue parm\n",
      "1 transitive triplets TRUE    FALSE FALSE          0   0   \n",
      "  effectName    include fix   test  initialValue parm\n",
      "1 endowment ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName      include fix  test  initialValue parm\n",
      "1 endowment alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    185    \n",
      "  effect2\n",
      "1 30     \n",
      "  effectName include fix   test  initialValue parm\n",
      "1 wealth ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName   include fix  test  initialValue parm\n",
      "1 wealth alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    336    \n",
      "  effect2\n",
      "1 30     \n",
      "siena07 will create an output file Wealth + Endow_24.txt .\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "No X11 device available, forcing use of batch mode\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Start phase 0 \n",
      "theta: -1.21  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00 \n",
      "\n",
      "Start phase 1 \n",
      "Phase 1 Iteration 1 Progress: 0%\n",
      "Phase 1 Iteration 2 Progress: 0%\n",
      "Phase 1 Iteration 3 Progress: 0%\n",
      "Phase 1 Iteration 4 Progress: 0%\n",
      "Phase 1 Iteration 5 Progress: 0%\n",
      "Phase 1 Iteration 10 Progress: 0%\n",
      "Phase 1 Iteration 15 Progress: 0%\n",
      "Phase 1 Iteration 20 Progress: 1%\n",
      "Phase 1 Iteration 25 Progress: 1%\n",
      "Phase 1 Iteration 30 Progress: 1%\n",
      "Phase 1 Iteration 35 Progress: 1%\n",
      "Phase 1 Iteration 40 Progress: 1%\n",
      "Phase 1 Iteration 45 Progress: 1%\n",
      "Phase 1 Iteration 50 Progress: 2%\n",
      "theta: -1.27298  0.09557  0.08690  0.00000  0.00455  0.00000 -0.01893  0.00000  0.00000 \n",
      "\n",
      "Start phase 2.1\n",
      "Phase 2 Subphase 1 Iteration 1 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 2 Progress: 15%\n",
      "theta -1.33754  0.19492  0.16772  0.00000  0.00435  0.00000 -0.04815  0.00000  0.00000 \n",
      "ac 1.004 1.158 1.038 0.964 1.522 0.809 1.198 1.603 1.173 \n",
      "Phase 2 Subphase 1 Iteration 3 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 4 Progress: 15%\n",
      "theta -1.53568  0.48861  0.40009  0.00000  0.00935  0.00000 -0.13180  0.00000  0.00000 \n",
      "ac 0.987 1.181 0.217 1.040 0.752 0.919 1.313 1.092 1.315 \n",
      "Phase 2 Subphase 1 Iteration 5 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 6 Progress: 15%\n",
      "theta -1.6610  0.6668  0.3733  0.0000  0.0191  0.0000 -0.1918  0.0000  0.0000 \n",
      "ac  1.022  0.878 -0.167  0.962  0.694  0.789  1.316  1.070  1.103 \n",
      "Phase 2 Subphase 1 Iteration 7 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 8 Progress: 15%\n",
      "theta -1.7534  0.8356  0.4211  0.0000  0.0268  0.0000 -0.2230  0.0000  0.0000 \n",
      "ac  0.978  0.901 -0.254  0.955  0.705  0.790  1.159  0.997  0.997 \n",
      "Phase 2 Subphase 1 Iteration 9 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 10 Progress: 15%\n",
      "theta -1.8026  0.9032  0.4110  0.0000  0.0335  0.0000 -0.2555  0.0000  0.0000 \n",
      "ac  0.994  0.781 -0.121  0.956  0.679  0.802  1.160  1.014  0.944 \n",
      "theta -1.7589  0.7772  0.4124  0.0000  0.0441  0.0000 -0.2619  0.0000  0.0000 \n",
      "ac  0.0530 -0.1638 -0.3375  0.9970 -0.0809  0.9872  0.0316  0.9274  0.2097 \n",
      "theta: -1.7589  0.7772  0.4124  0.0000  0.0441  0.0000 -0.2619  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.2\n",
      "Phase 2 Subphase 2 Iteration 1 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 2 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 3 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 4 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 5 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 6 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 7 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 8 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 9 Progress: 23%\n",
      "Phase 2 Subphase 2 Iteration 10 Progress: 23%\n",
      "theta -1.7594  0.7749  0.4125  0.0000  0.0434  0.0000 -0.2613  0.0000  0.0000 \n",
      "ac -0.0491 -0.1202 -0.0196  1.0064 -0.0031  1.0301 -0.0740  1.0032  0.3952 \n",
      "theta: -1.7594  0.7749  0.4125  0.0000  0.0434  0.0000 -0.2613  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.3\n",
      "Phase 2 Subphase 3 Iteration 1 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 2 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 3 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 4 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 5 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 6 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 7 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 8 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 9 Progress: 32%\n",
      "Phase 2 Subphase 3 Iteration 10 Progress: 32%\n",
      "theta -1.7559  0.7778  0.4192  0.0000  0.0432  0.0000 -0.2527  0.0000  0.0000 \n",
      "ac -0.16111 -0.00483 -0.03661  0.97615 -0.03215  0.97682 -0.13823  0.90750  0.41178 \n",
      "theta: -1.7559  0.7778  0.4192  0.0000  0.0432  0.0000 -0.2527  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.4\n",
      "Phase 2 Subphase 4 Iteration 1 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 2 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 3 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 4 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 5 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 6 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 7 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 8 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 9 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 10 Progress: 45%\n",
      "theta -1.7552  0.7712  0.4217  0.0000  0.0438  0.0000 -0.2531  0.0000  0.0000 \n",
      "ac -0.0376 -0.0438 -0.1064  0.9900 -0.0162  0.9821  0.0276  0.9064  0.3216 \n",
      "theta: -1.7552  0.7712  0.4217  0.0000  0.0438  0.0000 -0.2531  0.0000  0.0000 \n",
      "\n",
      "Start phase 3 \n",
      "Phase 3 Iteration 500 Progress 85%\n",
      "Phase 3 Iteration 1000 Progress 100%\n",
      "       treatment group_id round player_id earned_wealth       mturk_id\n",
      "1 Wealth + Endow       33     1         1            60 A2O7LNRIBPIHAF\n",
      "2 Wealth + Endow       33     1         2            75 A2EMTSJS47K8SU\n",
      "3 Wealth + Endow       33     1         3            40 A286798DZB9U9O\n",
      "4 Wealth + Endow       33     1         4            30 A2FOUSWQDYHIE0\n",
      "5 Wealth + Endow       33     1         5            85 A345VDWYMDWTGD\n",
      "6 Wealth + Endow       33     1         6            15 A2KHMKJUVDMK1N\n",
      "  endowment final_wealth wealth\n",
      "1         4           60      0\n",
      "2         6           75      0\n",
      "3         2           40      0\n",
      "4         4           30      0\n",
      "5         6           85      0\n",
      "6         2           15      0\n",
      "[1] \"Wealth + Endow-33\"\n",
      "  effectName          include fix   test  initialValue parm\n",
      "1 transitive triplets TRUE    FALSE FALSE          0   0   \n",
      "  effectName    include fix   test  initialValue parm\n",
      "1 endowment ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName      include fix  test  initialValue parm\n",
      "1 endowment alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    185    \n",
      "  effect2\n",
      "1 30     \n",
      "  effectName include fix   test  initialValue parm\n",
      "1 wealth ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName   include fix  test  initialValue parm\n",
      "1 wealth alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    336    \n",
      "  effect2\n",
      "1 30     \n",
      "siena07 will create an output file Wealth + Endow_33.txt .\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "No X11 device available, forcing use of batch mode\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Start phase 0 \n",
      "theta: -0.971  0.000  0.000  0.000  0.000  0.000  0.000  0.000  0.000 \n",
      "\n",
      "Start phase 1 \n",
      "Phase 1 Iteration 1 Progress: 0%\n",
      "Phase 1 Iteration 2 Progress: 0%\n",
      "Phase 1 Iteration 3 Progress: 0%\n",
      "Phase 1 Iteration 4 Progress: 0%\n",
      "Phase 1 Iteration 5 Progress: 0%\n",
      "Phase 1 Iteration 10 Progress: 0%\n",
      "Phase 1 Iteration 15 Progress: 0%\n",
      "Phase 1 Iteration 20 Progress: 1%\n",
      "Phase 1 Iteration 25 Progress: 1%\n",
      "Phase 1 Iteration 30 Progress: 1%\n",
      "Phase 1 Iteration 35 Progress: 1%\n",
      "Phase 1 Iteration 40 Progress: 1%\n",
      "Phase 1 Iteration 45 Progress: 1%\n",
      "Phase 1 Iteration 50 Progress: 2%\n",
      "theta: -1.02057  0.11384  0.02491  0.00000  0.01210  0.00000  0.00395  0.00000  0.00000 \n",
      "\n",
      "Start phase 2.1\n",
      "Phase 2 Subphase 1 Iteration 1 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 2 Progress: 15%\n",
      "theta -1.0587  0.2331  0.0399  0.0000  0.0292  0.0000  0.0141  0.0000  0.0000 \n",
      "ac  0.6956  1.2133 -6.8464  1.7178  1.2546  0.0327  1.1330  1.0175  0.9370 \n",
      "Phase 2 Subphase 1 Iteration 3 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 4 Progress: 15%\n",
      "theta -1.1918  0.5905  0.0804  0.0000  0.0749  0.0000  0.0415  0.0000  0.0000 \n",
      "ac  0.852  1.263 -3.388  0.233  1.162  0.823  1.039  1.111  1.024 \n",
      "Phase 2 Subphase 1 Iteration 5 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 6 Progress: 15%\n",
      "theta -1.3250  0.8429  0.1310  0.0000  0.1152  0.0000  0.0639  0.0000  0.0000 \n",
      "ac 0.922 1.180 0.278 0.261 1.131 0.629 0.974 0.959 1.061 \n",
      "Phase 2 Subphase 1 Iteration 7 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 8 Progress: 15%\n",
      "theta -1.4024  0.9269  0.1385  0.0000  0.1404  0.0000  0.0668  0.0000  0.0000 \n",
      "ac 0.968 1.157 0.307 0.531 1.130 0.586 0.947 0.959 1.053 \n",
      "Phase 2 Subphase 1 Iteration 9 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 10 Progress: 15%\n",
      "theta -1.4738  1.0246  0.1609  0.0000  0.1622  0.0000  0.0548  0.0000  0.0000 \n",
      "ac 0.989 1.156 0.315 0.708 1.130 0.668 0.950 0.945 1.036 \n",
      "theta -1.4323  0.9407  0.1268  0.0000  0.1605  0.0000  0.0344  0.0000  0.0000 \n",
      "ac  0.4196  0.3213 -0.0721  0.9005  0.4729  0.9486  0.3632  0.5278  0.8402 \n",
      "theta: -1.4323  0.9407  0.1268  0.0000  0.1605  0.0000  0.0344  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.2\n",
      "Phase 2 Subphase 2 Iteration 1 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 2 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 3 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 4 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 5 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 6 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 7 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 8 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 9 Progress: 23%\n",
      "Phase 2 Subphase 2 Iteration 10 Progress: 23%\n",
      "theta -1.4366  0.9513  0.1282  0.0000  0.1620  0.0000  0.0335  0.0000  0.0000 \n",
      "ac -0.2109 -0.0081 -0.2854  0.8292 -0.0509  0.9327 -0.2518  0.0988  0.6579 \n",
      "theta: -1.4366  0.9513  0.1282  0.0000  0.1620  0.0000  0.0335  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.3\n",
      "Phase 2 Subphase 3 Iteration 1 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 2 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 3 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 4 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 5 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 6 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 7 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 8 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 9 Progress: 32%\n",
      "Phase 2 Subphase 3 Iteration 10 Progress: 32%\n",
      "theta -1.4303  0.9353  0.1282  0.0000  0.1588  0.0000  0.0368  0.0000  0.0000 \n",
      "ac -0.1409 -0.0893 -0.2193  0.9117  0.0372  0.9414  0.0953  0.2247  0.7518 \n",
      "theta: -1.4303  0.9353  0.1282  0.0000  0.1588  0.0000  0.0368  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.4\n",
      "Phase 2 Subphase 4 Iteration 1 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 2 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 3 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 4 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 5 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 6 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 7 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 8 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 9 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 10 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 500 Progress: 60%\n",
      "theta -1.4313  0.9350  0.1284  0.0000  0.1583  0.0000  0.0389  0.0000  0.0000 \n",
      "ac -0.03419  0.00235 -0.03797  0.90062 -0.02431  0.93299  0.01711  0.24298  0.76606 \n",
      "theta -1.4307  0.9353  0.1279  0.0000  0.1583  0.0000  0.0392  0.0000  0.0000 \n",
      "ac -0.03744 -0.00383 -0.04114  0.90985 -0.00761  0.94576  0.04612  0.24014  0.79660 \n",
      "theta: -1.4307  0.9353  0.1279  0.0000  0.1583  0.0000  0.0392  0.0000  0.0000 \n",
      "\n",
      "Start phase 3 \n",
      "Phase 3 Iteration 200 Progress 76%\n",
      "Phase 3 Iteration 400 Progress 82%\n",
      "Phase 3 Iteration 600 Progress 88%\n",
      "Phase 3 Iteration 800 Progress 94%\n",
      "Phase 3 Iteration 1000 Progress 100%\n",
      "       treatment group_id round player_id earned_wealth       mturk_id\n",
      "1 Wealth + Endow       41     1         1            70  AY5OS6NZWVX22\n",
      "2 Wealth + Endow       41     1         2            15 A3PFJ6NJJQJDP3\n",
      "3 Wealth + Endow       41     1         3            30 A195QZIKZTDVYE\n",
      "4 Wealth + Endow       41     1         4            55 A36Z3GE8IUMRLH\n",
      "5 Wealth + Endow       41     1         5           120 A3GTPW3MYSLMR7\n",
      "6 Wealth + Endow       41     1         6            40 A1UD8IFO0J4GW0\n",
      "  endowment final_wealth wealth\n",
      "1         4           70      0\n",
      "2         6           15      0\n",
      "3         2           30      0\n",
      "4         4           55      0\n",
      "5         6          120      0\n",
      "6         2           40      0\n",
      "[1] \"Wealth + Endow-41\"\n",
      "  effectName          include fix   test  initialValue parm\n",
      "1 transitive triplets TRUE    FALSE FALSE          0   0   \n",
      "  effectName    include fix   test  initialValue parm\n",
      "1 endowment ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName      include fix  test  initialValue parm\n",
      "1 endowment alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    185    \n",
      "  effect2\n",
      "1 30     \n",
      "  effectName include fix   test  initialValue parm\n",
      "1 wealth ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName   include fix  test  initialValue parm\n",
      "1 wealth alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    336    \n",
      "  effect2\n",
      "1 30     \n",
      "siena07 will create an output file Wealth + Endow_41.txt .\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "No X11 device available, forcing use of batch mode\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Start phase 0 \n",
      "theta: -1.1  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0 \n",
      "\n",
      "Start phase 1 \n",
      "Phase 1 Iteration 1 Progress: 0%\n",
      "Phase 1 Iteration 2 Progress: 0%\n",
      "Phase 1 Iteration 3 Progress: 0%\n",
      "Phase 1 Iteration 4 Progress: 0%\n",
      "Phase 1 Iteration 5 Progress: 0%\n",
      "Phase 1 Iteration 10 Progress: 0%\n",
      "Phase 1 Iteration 15 Progress: 0%\n",
      "Phase 1 Iteration 20 Progress: 1%\n",
      "Phase 1 Iteration 25 Progress: 1%\n",
      "Phase 1 Iteration 30 Progress: 1%\n",
      "Phase 1 Iteration 35 Progress: 1%\n",
      "Phase 1 Iteration 40 Progress: 1%\n",
      "Phase 1 Iteration 45 Progress: 1%\n",
      "Phase 1 Iteration 50 Progress: 2%\n",
      "theta: -1.14600 -0.00597  0.06274  0.00000  0.01514  0.00000 -0.01290  0.00000  0.00000 \n",
      "\n",
      "Start phase 2.1\n",
      "Phase 2 Subphase 1 Iteration 1 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 2 Progress: 15%\n",
      "theta -1.1913 -0.0286  0.1213  0.0000  0.0389  0.0000 -0.0292  0.0000  0.0000 \n",
      "ac 1.049 1.603 1.573 0.808 1.494 1.114 0.737 0.688 0.845 \n",
      "Phase 2 Subphase 1 Iteration 3 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 4 Progress: 15%\n",
      "theta -1.3458 -0.0711  0.3027  0.0000  0.1052  0.0000 -0.0812  0.0000  0.0000 \n",
      "ac 1.050 1.072 0.417 0.688 1.554 1.097 0.932 0.712 0.995 \n",
      "Phase 2 Subphase 1 Iteration 5 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 6 Progress: 15%\n",
      "theta -1.465 -0.121  0.382  0.000  0.151  0.000 -0.117  0.000  0.000 \n",
      "ac 1.135 1.214 0.968 0.516 1.554 1.051 0.867 0.656 1.024 \n",
      "Phase 2 Subphase 1 Iteration 7 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 8 Progress: 15%\n",
      "theta -1.534 -0.131  0.388  0.000  0.172  0.000 -0.129  0.000  0.000 \n",
      "ac 1.1473 1.1235 0.5758 0.4246 1.5587 0.9313 0.0802 0.5206 0.1273 \n",
      "Phase 2 Subphase 1 Iteration 9 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 10 Progress: 15%\n",
      "theta -1.611 -0.146  0.469  0.000  0.184  0.000 -0.151  0.000  0.000 \n",
      "ac  1.0826  1.0701  0.6256  0.4572  1.5046  0.9028 -0.1197  0.4994  0.0423 \n",
      "Phase 2 Subphase 1 Iteration 200 Progress: 21%\n",
      "theta -1.635 -0.120  0.489  0.000  0.173  0.000 -0.130  0.000  0.000 \n",
      "ac  0.1434 -0.0917 -0.3374  0.8565  0.1875  0.9855 -0.0441  0.1157  0.3974 \n",
      "theta -1.582 -0.220  0.456  0.000  0.167  0.000 -0.126  0.000  0.000 \n",
      "ac  0.1138 -0.0741 -0.3033  0.8389  0.1614  0.9994 -0.0370  0.1283  0.4245 \n",
      "theta: -1.582 -0.220  0.456  0.000  0.167  0.000 -0.126  0.000  0.000 \n",
      "\n",
      "Start phase 2.2\n",
      "Phase 2 Subphase 2 Iteration 1 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 2 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 3 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 4 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 5 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 6 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 7 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 8 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 9 Progress: 23%\n",
      "Phase 2 Subphase 2 Iteration 10 Progress: 23%\n",
      "Phase 2 Subphase 2 Iteration 200 Progress: 29%\n",
      "theta -1.580 -0.242  0.483  0.000  0.156  0.000 -0.122  0.000  0.000 \n",
      "ac -0.0371  0.0074 -0.1778  0.7814  0.0477  0.9610 -0.0463  0.2081  0.3305 \n",
      "theta -1.583 -0.211  0.464  0.000  0.164  0.000 -0.124  0.000  0.000 \n",
      "ac -0.1054 -0.0290 -0.1711  0.7550  0.0729  0.9588 -0.0938  0.1632  0.3283 \n",
      "theta: -1.583 -0.211  0.464  0.000  0.164  0.000 -0.124  0.000  0.000 \n",
      "\n",
      "Start phase 2.3\n",
      "Phase 2 Subphase 3 Iteration 1 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 2 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 3 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 4 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 5 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 6 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 7 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 8 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 9 Progress: 32%\n",
      "Phase 2 Subphase 3 Iteration 10 Progress: 32%\n",
      "Phase 2 Subphase 3 Iteration 200 Progress: 38%\n",
      "theta -1.578 -0.180  0.452  0.000  0.162  0.000 -0.123  0.000  0.000 \n",
      "ac -0.0233  0.0468  0.0361  0.8833 -0.1360  0.9955 -0.1004  0.2461  0.4074 \n",
      "theta -1.583 -0.204  0.462  0.000  0.164  0.000 -0.123  0.000  0.000 \n",
      "ac -0.0717 -0.0297 -0.0212  0.8409 -0.1240  0.9836 -0.0416  0.2428  0.4349 \n",
      "theta: -1.583 -0.204  0.462  0.000  0.164  0.000 -0.123  0.000  0.000 \n",
      "\n",
      "Start phase 2.4\n",
      "Phase 2 Subphase 4 Iteration 1 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 2 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 3 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 4 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 5 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 6 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 7 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 8 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 9 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 10 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 200 Progress: 51%\n",
      "theta -1.587 -0.214  0.456  0.000  0.167  0.000 -0.125  0.000  0.000 \n",
      "ac -0.167 -0.219  0.078  0.906 -0.013  0.945 -0.275  0.288  0.448 \n",
      "Phase 2 Subphase 4 Iteration 400 Progress: 57%\n",
      "theta -1.586 -0.199  0.458  0.000  0.166  0.000 -0.124  0.000  0.000 \n",
      "ac  0.0220 -0.0526 -0.0054  0.8740 -0.0152  0.9635 -0.1171  0.2904  0.4607 \n",
      "Phase 2 Subphase 4 Iteration 600 Progress: 63%\n",
      "theta -1.584 -0.204  0.467  0.000  0.168  0.000 -0.119  0.000  0.000 \n",
      "ac  0.05426 -0.02491 -0.00617  0.82573 -0.04414  0.95967 -0.09393  0.26753  0.39846 \n",
      "Phase 2 Subphase 4 Iteration 800 Progress: 69%\n",
      "theta -1.585 -0.204  0.459  0.000  0.167  0.000 -0.127  0.000  0.000 \n",
      "ac  0.0446 -0.0385 -0.0340  0.8178 -0.0292  0.9618 -0.0829  0.2573  0.3917 \n",
      "theta -1.585 -0.208  0.462  0.000  0.166  0.000 -0.124  0.000  0.000 \n",
      "ac  0.0461 -0.0450 -0.0372  0.8194 -0.0430  0.9636 -0.0748  0.2617  0.4002 \n",
      "theta: -1.585 -0.208  0.462  0.000  0.166  0.000 -0.124  0.000  0.000 \n",
      "\n",
      "Start phase 3 \n",
      "Phase 3 Iteration 100 Progress 73%\n",
      "Phase 3 Iteration 200 Progress 76%\n",
      "Phase 3 Iteration 300 Progress 79%\n",
      "Phase 3 Iteration 400 Progress 82%\n",
      "Phase 3 Iteration 500 Progress 85%\n",
      "Phase 3 Iteration 600 Progress 88%\n",
      "Phase 3 Iteration 700 Progress 91%\n",
      "Phase 3 Iteration 800 Progress 94%\n",
      "Phase 3 Iteration 900 Progress 97%\n",
      "Phase 3 Iteration 1000 Progress 100%\n",
      "       treatment group_id round player_id earned_wealth       mturk_id\n",
      "1 Wealth + Endow       42     1         1            75 A20X6V1AAXZGNZ\n",
      "2 Wealth + Endow       42     1         2            10 A12M2G1YU4TVCI\n",
      "3 Wealth + Endow       42     1         3            30 A12O9P1OTMJOPW\n",
      "4 Wealth + Endow       42     1         4            15  AK884VX5S74ZW\n",
      "5 Wealth + Endow       42     1         5            55 A345ZKNQSVPJ6G\n",
      "6 Wealth + Endow       42     1         6            40 A2FP20UDGV3K01\n",
      "  endowment final_wealth wealth\n",
      "1         4           75      0\n",
      "2         6           10      0\n",
      "3         2           30      0\n",
      "4         4           15      0\n",
      "5         6           55      0\n",
      "6         2           40      0\n",
      "[1] \"Wealth + Endow-42\"\n",
      "  effectName          include fix   test  initialValue parm\n",
      "1 transitive triplets TRUE    FALSE FALSE          0   0   \n",
      "  effectName    include fix   test  initialValue parm\n",
      "1 endowment ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName      include fix  test  initialValue parm\n",
      "1 endowment alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    185    \n",
      "  effect2\n",
      "1 30     \n",
      "  effectName include fix   test  initialValue parm\n",
      "1 wealth ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName   include fix  test  initialValue parm\n",
      "1 wealth alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    336    \n",
      "  effect2\n",
      "1 30     \n",
      "siena07 will create an output file Wealth + Endow_42.txt .\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "No X11 device available, forcing use of batch mode\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Start phase 0 \n",
      "theta: -1.01  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00 \n",
      "\n",
      "Start phase 1 \n",
      "Phase 1 Iteration 1 Progress: 0%\n",
      "Phase 1 Iteration 2 Progress: 0%\n",
      "Phase 1 Iteration 3 Progress: 0%\n",
      "Phase 1 Iteration 4 Progress: 0%\n",
      "Phase 1 Iteration 5 Progress: 0%\n",
      "Phase 1 Iteration 10 Progress: 0%\n",
      "Phase 1 Iteration 15 Progress: 0%\n",
      "Phase 1 Iteration 20 Progress: 1%\n",
      "Phase 1 Iteration 25 Progress: 1%\n",
      "Phase 1 Iteration 30 Progress: 1%\n",
      "Phase 1 Iteration 35 Progress: 1%\n",
      "Phase 1 Iteration 40 Progress: 1%\n",
      "Phase 1 Iteration 45 Progress: 1%\n",
      "Phase 1 Iteration 50 Progress: 2%\n",
      "theta: -1.04144  0.05087  0.01451  0.00000  0.00986  0.00000 -0.00635  0.00000  0.00000 \n",
      "\n",
      "Start phase 2.1\n",
      "Phase 2 Subphase 1 Iteration 1 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 2 Progress: 15%\n",
      "theta -1.0824  0.1356  0.0340  0.0000  0.0231  0.0000 -0.0155  0.0000  0.0000 \n",
      "ac   1.109   1.631  -0.428   0.748   1.211   1.090 -10.546   0.912   0.683 \n",
      "Phase 2 Subphase 1 Iteration 3 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 4 Progress: 15%\n",
      "theta -1.1922  0.3379  0.0932  0.0000  0.0627  0.0000 -0.0428  0.0000  0.0000 \n",
      "ac  1.09578  1.78863 -0.00624  0.68484  1.24879  1.27932  0.15570  0.78921  0.62652 \n",
      "Phase 2 Subphase 1 Iteration 5 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 6 Progress: 15%\n",
      "theta -1.2804  0.4714  0.1450  0.0000  0.0946  0.0000 -0.0538  0.0000  0.0000 \n",
      "ac 1.120 1.786 0.300 0.585 1.259 0.950 0.166 0.879 0.765 \n",
      "Phase 2 Subphase 1 Iteration 7 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 8 Progress: 15%\n",
      "theta -1.3267  0.5205  0.1549  0.0000  0.1120  0.0000 -0.0615  0.0000  0.0000 \n",
      "ac  1.125  1.982 -0.633  0.775  1.255  0.936  0.150  0.879  0.769 \n",
      "Phase 2 Subphase 1 Iteration 9 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 10 Progress: 15%\n",
      "theta -1.369  0.527  0.185  0.000  0.120  0.000 -0.062  0.000  0.000 \n",
      "ac  1.046  1.306 -0.647  0.760  1.257  0.936  0.119  0.810  0.771 \n",
      "theta -1.3376  0.5122  0.1720  0.0000  0.1053  0.0000 -0.0613  0.0000  0.0000 \n",
      "ac  0.32285 -0.18491 -0.17567  0.85422  0.35913  0.84486 -0.00549  0.66442  0.92121 \n",
      "theta: -1.3376  0.5122  0.1720  0.0000  0.1053  0.0000 -0.0613  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.2\n",
      "Phase 2 Subphase 2 Iteration 1 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 2 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 3 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 4 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 5 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 6 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 7 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 8 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 9 Progress: 23%\n",
      "Phase 2 Subphase 2 Iteration 10 Progress: 23%\n",
      "theta -1.3325  0.5113  0.1643  0.0000  0.1041  0.0000 -0.0608  0.0000  0.0000 \n",
      "ac -0.0120 -0.0258 -0.1174  0.8375 -0.1016  0.8536 -0.0110  0.7191  0.8484 \n",
      "theta: -1.3325  0.5113  0.1643  0.0000  0.1041  0.0000 -0.0608  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.3\n",
      "Phase 2 Subphase 3 Iteration 1 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 2 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 3 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 4 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 5 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 6 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 7 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 8 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 9 Progress: 32%\n",
      "Phase 2 Subphase 3 Iteration 10 Progress: 32%\n",
      "theta -1.3355  0.5166  0.1674  0.0000  0.1061  0.0000 -0.0634  0.0000  0.0000 \n",
      "ac -0.0913 -0.1955  0.0195  0.9140 -0.0321  0.8672  0.0783  0.6944  0.9341 \n",
      "theta: -1.3355  0.5166  0.1674  0.0000  0.1061  0.0000 -0.0634  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.4\n",
      "Phase 2 Subphase 4 Iteration 1 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 2 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 3 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 4 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 5 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 6 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 7 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 8 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 9 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 10 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 500 Progress: 60%\n",
      "theta -1.3295  0.5221  0.1603  0.0000  0.1052  0.0000 -0.0646  0.0000  0.0000 \n",
      "ac  0.00292  0.05829  0.09631  0.84327 -0.08580  0.84022  0.03445  0.71430  0.91794 \n",
      "theta -1.3318  0.5156  0.1640  0.0000  0.1058  0.0000 -0.0629  0.0000  0.0000 \n",
      "ac  0.0231  0.0532  0.0758  0.8852 -0.0608  0.8578  0.0223  0.7040  0.9186 \n",
      "theta: -1.3318  0.5156  0.1640  0.0000  0.1058  0.0000 -0.0629  0.0000  0.0000 \n",
      "\n",
      "Start phase 3 \n",
      "Phase 3 Iteration 200 Progress 76%\n",
      "Phase 3 Iteration 400 Progress 82%\n",
      "Phase 3 Iteration 600 Progress 88%\n",
      "Phase 3 Iteration 800 Progress 94%\n",
      "Phase 3 Iteration 1000 Progress 100%\n",
      "       treatment group_id round player_id earned_wealth       mturk_id\n",
      "1 Wealth + Endow       43     1         1            30 A397D1I20OGUK7\n",
      "2 Wealth + Endow       43     1         2            25 A1T0S48O0CMXBC\n",
      "3 Wealth + Endow       43     1         3            25 A2868HFLIU4V0C\n",
      "4 Wealth + Endow       43     1         4            35  A5VBIZ2KIQ1R8\n",
      "5 Wealth + Endow       43     1         5            75 A3SWGQBV0BBYPJ\n",
      "6 Wealth + Endow       43     1         6            50  ALN47U1AGCWWD\n",
      "  endowment final_wealth wealth\n",
      "1         4           30      0\n",
      "2         6           25      0\n",
      "3         2           25      0\n",
      "4         4           35      0\n",
      "5         6           75      0\n",
      "6         2           50      0\n",
      "[1] \"Wealth + Endow-43\"\n",
      "  effectName          include fix   test  initialValue parm\n",
      "1 transitive triplets TRUE    FALSE FALSE          0   0   \n",
      "  effectName    include fix   test  initialValue parm\n",
      "1 endowment ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName      include fix  test  initialValue parm\n",
      "1 endowment alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    185    \n",
      "  effect2\n",
      "1 30     \n",
      "  effectName include fix   test  initialValue parm\n",
      "1 wealth ego TRUE    FALSE FALSE          0   0   \n",
      "  effectName   include fix  test  initialValue parm\n",
      "1 wealth alter TRUE    TRUE FALSE          0   0   \n",
      "  effectName                     include fix  test  initialValue parm effect1\n",
      "1 unspecified interaction effect TRUE    TRUE FALSE          0   0    336    \n",
      "  effect2\n",
      "1 30     \n",
      "siena07 will create an output file Wealth + Endow_43.txt .\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "No X11 device available, forcing use of batch mode\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Start phase 0 \n",
      "theta: -0.934  0.000  0.000  0.000  0.000  0.000  0.000  0.000  0.000 \n",
      "\n",
      "Start phase 1 \n",
      "Phase 1 Iteration 1 Progress: 0%\n",
      "Phase 1 Iteration 2 Progress: 0%\n",
      "Phase 1 Iteration 3 Progress: 0%\n",
      "Phase 1 Iteration 4 Progress: 0%\n",
      "Phase 1 Iteration 5 Progress: 0%\n",
      "Phase 1 Iteration 10 Progress: 0%\n",
      "Phase 1 Iteration 15 Progress: 0%\n",
      "Phase 1 Iteration 20 Progress: 1%\n",
      "Phase 1 Iteration 25 Progress: 1%\n",
      "Phase 1 Iteration 30 Progress: 1%\n",
      "Phase 1 Iteration 35 Progress: 1%\n",
      "Phase 1 Iteration 40 Progress: 1%\n",
      "Phase 1 Iteration 45 Progress: 1%\n",
      "Phase 1 Iteration 50 Progress: 2%\n",
      "theta: -0.9857  0.0466  0.0331  0.0000  0.0203  0.0000 -0.0151  0.0000  0.0000 \n",
      "\n",
      "Start phase 2.1\n",
      "Phase 2 Subphase 1 Iteration 1 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 2 Progress: 15%\n",
      "theta -1.0399  0.1037  0.0544  0.0000  0.0546  0.0000 -0.0418  0.0000  0.0000 \n",
      "ac  1.705  3.568  0.399  1.809  1.052  1.259  1.645 -2.564  1.333 \n",
      "Phase 2 Subphase 1 Iteration 3 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 4 Progress: 15%\n",
      "theta -1.1619  0.2615  0.0749  0.0000  0.1488  0.0000 -0.1071  0.0000  0.0000 \n",
      "ac  1.402  3.084  0.411  1.217  1.106  0.974  1.566 -2.404  0.315 \n",
      "Phase 2 Subphase 1 Iteration 5 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 6 Progress: 15%\n",
      "theta -1.289  0.396  0.118  0.000  0.208  0.000 -0.159  0.000  0.000 \n",
      "ac 1.400 1.507 0.582 1.465 1.089 0.989 1.384 0.396 0.498 \n",
      "Phase 2 Subphase 1 Iteration 7 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 8 Progress: 15%\n",
      "theta -1.356  0.451  0.128  0.000  0.235  0.000 -0.189  0.000  0.000 \n",
      "ac 1.441 1.594 0.588 0.942 1.085 0.943 1.372 0.592 0.547 \n",
      "Phase 2 Subphase 1 Iteration 9 Progress: 15%\n",
      "Phase 2 Subphase 1 Iteration 10 Progress: 15%\n",
      "theta -1.390  0.499  0.122  0.000  0.251  0.000 -0.221  0.000  0.000 \n",
      "ac 1.447 1.381 0.653 0.919 1.106 0.946 1.379 0.701 0.526 \n",
      "theta -1.338  0.384  0.133  0.000  0.214  0.000 -0.193  0.000  0.000 \n",
      "ac  0.3281 -0.0754 -0.1173  0.5191  0.5263  0.9511  0.3021  0.8415  0.7958 \n",
      "theta: -1.338  0.384  0.133  0.000  0.214  0.000 -0.193  0.000  0.000 \n",
      "\n",
      "Start phase 2.2\n",
      "Phase 2 Subphase 2 Iteration 1 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 2 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 3 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 4 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 5 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 6 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 7 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 8 Progress: 22%\n",
      "Phase 2 Subphase 2 Iteration 9 Progress: 23%\n",
      "Phase 2 Subphase 2 Iteration 10 Progress: 23%\n",
      "theta -1.340  0.386  0.138  0.000  0.212  0.000 -0.190  0.000  0.000 \n",
      "ac -0.10356 -0.04161 -0.17996  0.49001 -0.16840  0.94064 -0.00275  1.00063  0.83294 \n",
      "theta: -1.340  0.386  0.138  0.000  0.212  0.000 -0.190  0.000  0.000 \n",
      "\n",
      "Start phase 2.3\n",
      "Phase 2 Subphase 3 Iteration 1 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 2 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 3 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 4 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 5 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 6 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 7 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 8 Progress: 31%\n",
      "Phase 2 Subphase 3 Iteration 9 Progress: 32%\n",
      "Phase 2 Subphase 3 Iteration 10 Progress: 32%\n",
      "theta -1.339  0.397  0.133  0.000  0.216  0.000 -0.187  0.000  0.000 \n",
      "ac -0.04826 -0.01263 -0.03995  0.53844  0.00228  0.97999  0.03106  0.84406  0.70344 \n",
      "theta: -1.339  0.397  0.133  0.000  0.216  0.000 -0.187  0.000  0.000 \n",
      "\n",
      "Start phase 2.4\n",
      "Phase 2 Subphase 4 Iteration 1 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 2 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 3 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 4 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 5 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 6 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 7 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 8 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 9 Progress: 45%\n",
      "Phase 2 Subphase 4 Iteration 10 Progress: 45%\n",
      "theta -1.335  0.387  0.134  0.000  0.213  0.000 -0.187  0.000  0.000 \n",
      "ac -2.05e-02 -2.66e-02 -4.71e-05  5.34e-01 -7.17e-03  9.77e-01 -1.03e-03  8.44e-01  8.34e-01 \n",
      "theta: -1.335  0.387  0.134  0.000  0.213  0.000 -0.187  0.000  0.000 \n",
      "\n",
      "Start phase 3 \n",
      "Phase 3 Iteration 500 Progress 85%\n",
      "Phase 3 Iteration 1000 Progress 100%\n",
      "[1] 4\n",
      "[1] 6\n",
      "[1] 8\n",
      "[1] 9\n",
      "                                    mu-hat mu-se mu-min mu-plus alpha_mu\n",
      "outdegree (density)                 -1.561 0.074 -1.722  -1.402     0.95\n",
      "reciprocity                          0.530 0.113  0.282   0.772     0.95\n",
      "transitive triplets                  0.269 0.066  0.127   0.415     0.95\n",
      "endowment alter                      0.000 0.000  0.000   0.000     0.00\n",
      "endowment ego                        0.169 0.029  0.108   0.232     0.95\n",
      "wealth alter                         0.000 0.000  0.000   0.000     0.00\n",
      "wealth ego                          -0.133 0.043 -0.228  -0.041     0.95\n",
      "int.  endowment alter x reciprocity  0.000 0.000  0.000   0.000     0.00\n",
      "int.  wealth alter x reciprocity     0.000 0.000  0.000   0.000     0.00\n",
      "                                    sigma-hat sigma-min sigma-plus alpha_sigma\n",
      "outdegree (density)                     0.228     0.149      0.389        0.95\n",
      "reciprocity                             0.339     0.217      0.586        0.95\n",
      "transitive triplets                     0.197     0.121      0.347        0.95\n",
      "endowment alter                         0.000     0.000      0.000        0.00\n",
      "endowment ego                           0.086     0.054      0.150        0.95\n",
      "wealth alter                            0.000     0.000      0.000        0.00\n",
      "wealth ego                              0.129     0.082      0.224        0.95\n",
      "int.  endowment alter x reciprocity     0.000     0.000      0.000        0.00\n",
      "int.  wealth alter x reciprocity        0.000     0.000      0.000        0.00\n",
      "                                     N\n",
      "outdegree (density)                 10\n",
      "reciprocity                         10\n",
      "transitive triplets                 10\n",
      "endowment alter                     10\n",
      "endowment ego                       10\n",
      "wealth alter                        10\n",
      "wealth ego                          10\n",
      "int.  endowment alter x reciprocity 10\n",
      "int.  wealth alter x reciprocity    10\n"
     ]
    }
   ],
   "source": [
    "library(RSiena)\n",
    "library(Matrix)\n",
    "library(data.table)\n",
    "install.packages(\"plyr\")\n",
    "library(plyr)\n",
    "\n",
    "\n",
    "# Main webpage with lecture slides and sample code: https://www.stats.ox.ac.uk/~snijders/siena/\n",
    "# User manual: http://www.stats.ox.ac.uk/~snijders/siena/RSiena_Manual.pdf\n",
    "# Tutorial: https://www.stats.ox.ac.uk/~snijders/siena/basicRSiena.r\n",
    "\n",
    "\n",
    "### Data preparation\n",
    "\n",
    "get_edge_data <- function(data) {\n",
    "  new <- data[ , c(\"player_id\", \"other_id\", \"count\", \"round\")] \n",
    "  new <- new[with(new, order(round, player_id, other_id)), ]\n",
    "  rownames(new) <- NULL\n",
    "  return(new)\n",
    "}\n",
    "\n",
    "\n",
    "get_wealth_data <- function(data) {\n",
    "  setDF(data) # Convert to data frame\n",
    "  new <- data[ , c(\"player_id\", \"round\", \"wealth\")] \n",
    "  rownames(new) <- NULL\n",
    "  return(new)\n",
    "}\n",
    "\n",
    "\n",
    "get_matrix_per_wave <- function(edge_data, rnd, num_players) {\n",
    "  \n",
    "  wave <- edge_data[edge_data$round==rnd, ] \n",
    "  wave.copy <- wave[ , 1:3]\n",
    "  wave.copy <- as.matrix(wave.copy)\n",
    "  # Create empty adjacency matrix\n",
    "  adj <- matrix(0, num_players, num_players)\n",
    "  # Put edge values in desired places\n",
    "  # \"The values of the ties must be 0, 1, orNA(not available = missing); \n",
    "  # or 10 or 11 for structurally determined values\"\"\n",
    "  adj[wave.copy[ , 1:2]] <- 1 #wave.copy[ , 3]\n",
    "  \n",
    "  return(adj)\n",
    "}\n",
    "\n",
    "\n",
    "get_siena_net <- function(rawdata, t, g) {\n",
    "  \n",
    "  edge_data <- get_edge_data(rawdata[(rawdata$treatment==t & rawdata$group==g), ])\n",
    "  \n",
    "  # Groups 1, 2, and 29 are missing players and need to shift to have consecutive player ids\n",
    "  players_in_game <- union(unique(edge_data$player_id), unique(edge_data$other_id))\n",
    "  num_players <- length(players_in_game)\n",
    "  if (num_players < max(players_in_game)) {\n",
    "    # Find which player is missing - use difference between sets\n",
    "    x <- setdiff(seq(1, max(players_in_game)), players_in_game) \n",
    "    # Decrease player numbers by one if player_id > x to account for missing player x\n",
    "    edge_data$player_id[edge_data$player_id > x] <- edge_data$player_id[edge_data$player_id > x] - 1\n",
    "    edge_data$other_id[edge_data$other_id > x] <- edge_data$other_id[edge_data$other_id > x] - 1\n",
    "  }\n",
    "  \n",
    "  # Create adjacency matrix for each round\n",
    "  num_rounds <- max(edge_data$round)\n",
    "  matrices <- sapply( 1:num_rounds, function(rnd) get_matrix_per_wave(edge_data, rnd, num_players) )\n",
    "  giving_data <- array( matrices, dim = c(num_players, num_players, num_rounds) )\n",
    "  \n",
    "  return(giving_data)\n",
    "}\n",
    "\n",
    "\n",
    "get_siena_endow <- function(rawdata, t, g) {\n",
    "  # Get endowments in a column ordered by player number\n",
    "  # No need to worry about missing players since the order is the same after shifting -1\n",
    "  endow <- unique(rawdata[(rawdata$treatment==t & rawdata$group==g & rawdata$round==1), ])\n",
    "  endow <- endow[ , c(\"player_id\", \"endowment\")][order(endow$player_id), ]\n",
    "  return(endow[, 2])\n",
    "}\n",
    "\n",
    "\n",
    "get_siena_wealth <- function(data, t, g) {\n",
    "  \n",
    "  # Wealth in previous period\n",
    "  wealth_data <- data[(data$treatment==t & data$group==g), ]\n",
    "  wealth_data <- as.data.table(wealth_data)\n",
    "  wealth_data <- wealth_data[ , wealth := shift(final_wealth, fill=0), by=c('treatment', 'group_id', 'player_id')]\n",
    "  \n",
    "  # Take sqrt, then center by round !!!\n",
    "  #wealth_data <- transform(wealth_data, wealth=sqrt(wealth))\n",
    "  #wealth_data <- ddply(wealth_data, \"round\", transform, wealth = scale(wealth, scale=FALSE)) # scale=TRUE to get std = 1 but get Nan if all 0 in round 1\n",
    "  #print(tail(wealth_data))\n",
    "  # ALTERNATIVELY - Standardize by round - mean 0, std=1 !!!\n",
    "  wealth_data <- ddply(wealth_data, \"round\", transform, wealth = scale(wealth, scale=TRUE)) \n",
    "  # Change Nan in round 1 to 0\n",
    "  wealth_data$wealth[wealth_data$round==1] <- 0\n",
    "  print(head(wealth_data))\n",
    "  \n",
    "  # Groups 1, 2, and 29 are missing players and need to shift to have consecutive player ids\n",
    "  players_in_game <- wealth_data[(wealth_data$round==1), ]$player_id\n",
    "  num_players <- length(players_in_game)\n",
    "  if (num_players < max(players_in_game)) {\n",
    "    # Find which player is missing - use difference between sets\n",
    "    x <- setdiff(seq(1, max(players_in_game)), players_in_game) \n",
    "    # Decrease player numbers by one if player_id > x to account for missing player x\n",
    "    wealth_data$player_id[wealth_data$player_id > x] <- wealth_data$player_id[wealth_data$player_id > x] - 1\n",
    "  }\n",
    "  \n",
    "  wealth_data <- get_wealth_data(wealth_data)\n",
    "  \n",
    "  # Create marix with row per player and column per round\n",
    "  num_rounds <- max(wealth_data$round)\n",
    "  mat <- matrix(0, num_players, num_rounds)\n",
    "  # Put wealth values in desired places\n",
    "  for (i in 1:NROW(wealth_data)) {\n",
    "    mat[ wealth_data[i, 1], wealth_data[i, 2] ] <- wealth_data[i, 3]\n",
    "  }\n",
    "  \n",
    "  return(mat)\n",
    "}\n",
    "\n",
    "get_siena_data <- function(data1, data2, t, g) {\n",
    "  \n",
    "  # Create network wave data\n",
    "  giving <- sienaDependent(get_siena_net(data1, t, g))\n",
    "  # Add endowment as a constant covariate\n",
    "  endowment <- coCovar(get_siena_endow(data2, t, g))\n",
    "  # Add wealth as a time varying covariate - already center by round so do not center again\n",
    "  wealth <- varCovar(get_siena_wealth(data2, t, g), centered=FALSE)\n",
    "  \n",
    "  # Put the variables together for analysis\n",
    "  print(paste(t, '-', g, sep=\"\"))\n",
    "  net <- sienaDataCreate( giving, endowment, wealth )\n",
    "  #print01Report(net, modelname = paste(t, '_', g, sep=\"\"))\n",
    "  return(net)\n",
    "}\n",
    "\n",
    "one_if_eq <- function(x, c){\n",
    "  if (x==c) {return(1)}\n",
    "  else {return(0)}\n",
    "}\n",
    "\n",
    "get_siena_data_e46 <- function(data1, data2, t, g) {\n",
    "  \n",
    "  # Create network wave data\n",
    "  giving <- sienaDependent(get_siena_net(data1, t, g))\n",
    "  # Add endowment as a constant covariate\n",
    "  e <- get_siena_endow(data2, t, g)\n",
    "  endowment4 <- coCovar(sapply(e, one_if_eq, c=4))\n",
    "  endowment6 <- coCovar(sapply(e, one_if_eq, c=6))\n",
    "  # Add wealth as a time varying covariate - already center by round so do not center again\n",
    "  wealth <- varCovar(get_siena_wealth(data2, t, g), centered=FALSE)\n",
    "  \n",
    "  # Put the variables together for analysis\n",
    "  print(paste(t, '-', g, sep=\"\"))\n",
    "  net <- sienaDataCreate( giving, endowment4, endowment6, wealth )\n",
    "  #print01Report(net, modelname = paste(t, '_', g, sep=\"\"))\n",
    "  return(net)\n",
    "}\n",
    "\n",
    "get_siena_effects <- function(net, treat) {\n",
    "  \n",
    "  ## RECIPROCITY\n",
    "  eff <- getEffects(net)\n",
    "  #effectsDocumentation(eff)\n",
    "  \n",
    "  # Control for local bias\n",
    "  # cycle3 is never significant so we will not include it\n",
    "  eff <- includeEffects(eff, transTrip)\n",
    "  \n",
    "  ### ENDOWMENT\n",
    "  \n",
    "  # CONTROL for the fact that the endowed can give more\n",
    "  eff <- includeEffects( eff, egoX, interaction1=\"endowment\" )\n",
    "  \n",
    "  # Test for PREFERENTIAL GIVING/AVOIDANCE BY ENDOWMENT\n",
    "  if (treat %in% c('E', 'EW')) {\n",
    "    eff <- includeEffects( eff, altX, interaction1=\"endowment\" )\n",
    "  } else {\n",
    "    eff <- includeEffects( eff, altX, interaction1=\"endowment\", fix=TRUE )\n",
    "  }\n",
    "  # Alternative - diffX defined  by  the  alter-minus-ego difference of the covariate\n",
    "  # over all actors to whom i has a tie - Exactly same results as altX\n",
    "  # if (treat %in% c('E', 'EW)) {\n",
    "  #   eff <- includeEffects( eff, diffX, interaction1 = \"endowment\" )\n",
    "  # } else {\n",
    "  #   eff <- includeEffects( eff, diffX, interaction1 = \"endowment\", fix=TRUE )\n",
    "  # }\n",
    "  \n",
    "  # # ego > alter for covariate(higher), defined by the number of ties where iâs covariate is larger than alterâs, while equality counts for half\n",
    "  # if (treat %in% c('E', 'EW')) {\n",
    "  #   eff <- includeEffects( eff, higher, interaction1 = \"endowment\" )\n",
    "  # } else {\n",
    "  #   eff <- includeEffects( eff, higher, interaction1 = \"endowment\", fix=TRUE )\n",
    "  # }\n",
    "  \n",
    "  # HOMOPHILY - no hypotheses\n",
    "  # simX - 1 if same, 0 if maximum difference 4, 0.5 if difference 2\n",
    "  # similar results for sameX\n",
    "  #eff <- includeEffects( eff, simX, interaction1 = \"endowment\" )\n",
    "  \n",
    "  ###### Test for INEQUITY AVERSION/RECIPROCITY by endowment ######\n",
    "    \n",
    "  # # Interaction of reciprocity with ego's endowment:\n",
    "  # eff <- includeInteraction( eff, egoX, recip, interaction1=c(\"endowment\", \"\") )\n",
    "  \n",
    "  # Alternative specification - interaction of reciprocity with alter's endowment\n",
    "  if (treat %in% c('E', 'EW')) {\n",
    "    eff <- includeInteraction( eff, altX, recip, interaction1=c(\"endowment\", \"\") )\n",
    "  } else {\n",
    "    eff <- includeInteraction( eff, altX, recip, interaction1=c(\"endowment\", \"\"), fix=TRUE )\n",
    "  }\n",
    "  \n",
    "  ## Interaction of reciprocity with similarity in endowments: N.S., high variance across groups\n",
    "  # if (treat %in% c('E', 'EW')) {\n",
    "  #   eff <- includeEffects( eff, simRecipX, interaction1=\"endowment\" )\n",
    "  # } else {\n",
    "  #   eff <- includeEffects( eff, simRecipX, interaction1=\"endowment\", fix=TRUE )\n",
    "  # }\n",
    "\n",
    "  # # Alternative specification - ego's endow X alter's endow X reciprpcity - N.S.\n",
    "  # if (treat %in% c('E', 'EW')) {\n",
    "  #   eff <- includeEffects( eff, egoXaltX, interaction1=\"endowment\" )\n",
    "  #   eff <- includeEffects( eff, egoXaltXRecip, interaction1=\"endowment\" )\n",
    "  # } else {\n",
    "  #   eff <- includeEffects( eff, egoXaltX, interaction1=\"endowment\", fix=TRUE )\n",
    "  #   eff <- includeEffects( eff, egoXaltXRecip, interaction1=\"endowment\", fix=TRUE )\n",
    "  # }\n",
    "\n",
    "  \n",
    "  ### WEALTH\n",
    "  \n",
    "  # CONTROL for the fact that the wealthy may behave differently\n",
    "  eff <- includeEffects( eff, egoX, interaction1 = \"wealth\" )\n",
    "  \n",
    "  # Test for PREFERENTIAL GIVING/AVOIDANCE BY WEALTH\n",
    "  if (treat %in% c('W', 'EW')) {\n",
    "    eff <- includeEffects( eff, altX, interaction1=\"wealth\" )\n",
    "  } else {\n",
    "    eff <- includeEffects( eff, altX, interaction1=\"wealth\", fix=TRUE )\n",
    "  }\n",
    "  # Alternative - diffX defined  by  the  alter-minus-ego difference of the covariate\n",
    "  # over all actors to whom i has a tie - Exactly same results as altX!\n",
    "  # if (treat %in% c('W', 'EW')) {\n",
    "  #   eff <- includeEffects( eff, diffX, interaction1 = \"wealth\" )\n",
    "  # } else {\n",
    "  #   eff <- includeEffects( eff, diffX, interaction1 = \"wealth\", fix=TRUE )\n",
    "  # }\n",
    "  \n",
    "  # # ego > alter for covariate(higher), defined by the number of ties where iâs covariate is larger than alterâs, while equality counts for half\n",
    "  # # high variance across groups, n.s. \n",
    "  # if (treat %in% c('W', 'EW')) {\n",
    "  #   eff <- includeEffects( eff, higher, interaction1 = \"wealth\" )\n",
    "  # } else {\n",
    "  #   eff <- includeEffects( eff, higher, interaction1 = \"wealth\", fix=TRUE )\n",
    "  # }\n",
    "  \n",
    "  ## Test for INEQUITY AVERSION/RECIPROCITY BY WEALTH\n",
    "  \n",
    "  # # Alternative specification - ego's wealth X reciprocity:\n",
    "  # eff <- includeInteraction( eff, egoX, recip, interaction1=c(\"wealth\", \"\") )\n",
    "  \n",
    "  # Alternative specification - alter's wealth X reciprocity: E+ EW+\n",
    "  if (treat %in% c('W', 'EW')) {\n",
    "    eff <- includeInteraction( eff, altX, recip, interaction1=c(\"wealth\", \"\") )\n",
    "  } else {\n",
    "    eff <- includeInteraction( eff, altX, recip, interaction1=c(\"wealth\", \"\"), fix=TRUE )\n",
    "  }\n",
    "  \n",
    "  ## Alternative specification - ego's wealth X alter's wealth X reciprocity - N.S.\n",
    "  # if (treat %in% c('W', 'EW')) {\n",
    "  #   eff <- includeEffects( eff, egoXaltX, interaction1=\"wealth\" )\n",
    "  #   eff <- includeEffects( eff, egoXaltXRecip, interaction1=\"wealth\" )\n",
    "  # } else {\n",
    "  #   eff <- includeEffects( eff, egoXaltX, interaction1=\"wealth\", fix=TRUE )\n",
    "  #   eff <- includeEffects( eff, egoXaltXRecip, interaction1=\"wealth\", fix=TRUE )\n",
    "  # }\n",
    "  \n",
    "  ## Reciprocity X similarity in wealth: N.S., high variance across groups, n.s. \n",
    "  # if (treat %in% c('W', 'EW')) {\n",
    "  #   eff <- includeEffects( eff, simRecipX, interaction1=\"wealth\" )\n",
    "  # } else {\n",
    "  #   eff <- includeEffects( eff, simRecipX, interaction1=\"wealth\", fix=TRUE )\n",
    "  # }\n",
    "  \n",
    "  return(eff)\n",
    "  \n",
    "}\n",
    "\n",
    "\n",
    "get_siena_effects_e46 <- function(net, treat) {\n",
    "  \n",
    "  ## RECIPROCITY\n",
    "  eff <- getEffects(net)\n",
    "  #effectsDocumentation(eff)\n",
    "  \n",
    "  # Control for local bias\n",
    "  # cycle3 is never significant so we will not include it\n",
    "  eff <- includeEffects(eff, transTrip)\n",
    "  \n",
    "  ### ENDOWMENT\n",
    "  \n",
    "  # CONTROL for the fact that the endowed can give more\n",
    "  eff <- includeEffects( eff, egoX, interaction1=\"endowment4\" )\n",
    "  eff <- includeEffects( eff, egoX, interaction1=\"endowment6\" )\n",
    "  \n",
    "  ## Test for PREFERENTIAL GIVING/AVOIDANCE BY ENDOWMENT\n",
    "  if (treat %in% c('E', 'EW')) {\n",
    "    eff <- includeEffects( eff, altX, interaction1=\"endowment4\" )\n",
    "    eff <- includeEffects( eff, altX, interaction1=\"endowment6\" )\n",
    "  } else {\n",
    "    eff <- includeEffects( eff, altX, interaction1=\"endowment4\", fix=TRUE )\n",
    "    eff <- includeEffects( eff, altX, interaction1=\"endowment6\", fix=TRUE )\n",
    "  }\n",
    " \n",
    "  ###### Test for INEQUITY AVERSION/RECIPROCITY by endowment ######\n",
    "  \n",
    "  # Interaction of reciprocity with ego's endowment:\n",
    "  eff <- includeInteraction( eff, egoX, recip, interaction1=c(\"endowment4\", \"\") )\n",
    "  eff <- includeInteraction( eff, egoX, recip, interaction1=c(\"endowment6\", \"\") )\n",
    "  \n",
    "  ## Alternative specification - interaction of reciprocity with alter's endowment: E+ WE-\n",
    "  # if (treat %in% c('E', 'EW')) {\n",
    "  #   eff <- includeInteraction( eff, altX, recip, interaction1=c(\"endowment\", \"\") )\n",
    "  # } else {\n",
    "  #   eff <- includeInteraction( eff, altX, recip, interaction1=c(\"endowment\", \"\"), fix=TRUE )\n",
    "  # }\n",
    "  \n",
    "  \n",
    "  ### WEALTH\n",
    "  \n",
    "  # CONTROL for the fact that the wealthy may behave differently\n",
    "  eff <- includeEffects( eff, egoX, interaction1 = \"wealth\" )\n",
    "  \n",
    "  ## Test for PREFERENTIAL GIVING/AVOIDANCE BY WEALTH\n",
    "  if (treat %in% c('W', 'EW')) {\n",
    "    eff <- includeEffects( eff, altX, interaction1=\"wealth\" )\n",
    "  } else {\n",
    "    eff <- includeEffects( eff, altX, interaction1=\"wealth\", fix=TRUE )\n",
    "  }\n",
    "\n",
    "  ## Test for INEQUITY AVERSION/RECIPROCITY BY WEALTH\n",
    "  \n",
    "  # Alternative specification - ego's wealth X reciprocity:\n",
    "  eff <- includeInteraction( eff, egoX, recip, interaction1=c(\"wealth\", \"\") )\n",
    "  \n",
    "  ## Alternative specification - alter's wealth X reciprocity: E+ WE+\n",
    "  # if (treat %in% c('W', 'EW')) {\n",
    "  #   eff <- includeInteraction( eff, altX, recip, interaction1=c(\"wealth\", \"\") )\n",
    "  # } else {\n",
    "  #   eff <- includeInteraction( eff, altX, recip, interaction1=c(\"wealth\", \"\"), fix=TRUE )\n",
    "  # }\n",
    "  \n",
    "  return(eff)\n",
    "  \n",
    "}\n",
    "\n",
    "\n",
    "\n",
    "rawdata1 <- read.csv(\"data/interactions.csv\", header=T)\n",
    "rawdata2 <- read.csv(\"data/finwealth_from_interactions.csv\", header=T)\n",
    "\n",
    "\n",
    "#for (t in unique(rawdata1$treatment)) {\n",
    "#  for (g in unique(rawdata1[(rawdata1$treatment==t), ]$group_id)) {\n",
    "# for (t in c('E')) {\n",
    "#   for (g in c(6)) {\n",
    "\n",
    "### Run model for one group\n",
    "\n",
    "temp_test <- function() {\n",
    "  for (t in c('E')) {\n",
    "    for (g in c(6)) {\n",
    "\n",
    "      # 1. Get data in siena format\n",
    "      net <- get_siena_data_e46(rawdata1, rawdata2, t, g)\n",
    "\n",
    "      # 2. Include effects\n",
    "      eff <- get_siena_effects_e46(net, t)\n",
    "\n",
    "      # 3. Define the algorithm\n",
    "      alg <- sienaAlgorithmCreate(projname = paste(t, '_', g, sep=\"\"))\n",
    "\n",
    "      # 4. Estimate the parameters and save\n",
    "      ans <- siena07( alg, data = net, effects = eff)\n",
    "      # Save formatted results in a html/tex file\n",
    "      siena.table(ans, type=\"html\", file=paste(t, '_', g, '.html'), sig=TRUE)\n",
    "\n",
    "    }\n",
    "  }\n",
    "}\n",
    "\n",
    "#temp_test()\n",
    "\n",
    "get_params <- function(i, meta) {\n",
    "  vec <- c(meta[[i]]$mu.ml, meta[[i]]$mu.ml.se, meta[[i]]$mu.confint, \n",
    "           meta[[i]]$sigma.ml, meta[[i]]$sigma.confint, meta[[i]]$n1)\n",
    "  if (length(vec)==1) {\n",
    "    print(i, vec)\n",
    "    vec <- c(0, 0, 0, 0, 0, 0, 0, 0, 0, 10)\n",
    "  }\n",
    "  return(vec)\n",
    "}\n",
    "\n",
    "### META ANALYSIS\n",
    "\n",
    "meta_all <- function() {\n",
    "  \n",
    "  #for (t in c('EW')) {\n",
    "  for (t in unique(rawdata1$treatment)) {\n",
    "    \n",
    "    modellist <- list()\n",
    "    \n",
    "    #for (g in c(6, 14)) {\n",
    "    for (g in unique(rawdata1[(rawdata1$treatment==t), ]$group_id)) {\n",
    "      \n",
    "      # 1. Get data in siena format\n",
    "      net <- get_siena_data(rawdata1, rawdata2, t, g)\n",
    "      \n",
    "      # 2. Include effects\n",
    "      eff <- get_siena_effects(net, t)\n",
    "      \n",
    "      # 3. Define the algorithm and estimate model\n",
    "      alg <- sienaAlgorithmCreate(projname = paste(t, '_', g, sep=\"\"))\n",
    "      (model <- siena07(alg, data = net, effects = eff))\n",
    "      #siena.table(model, type=\"html\", file=paste(t, '_', g, '.html', sep=\"\"), sig=TRUE)\n",
    "      # If convergence has to be improved by a further run:\n",
    "      # if (g %in% c(5)) {\n",
    "      #   (model <- siena07(alg, data = net, effects = eff, prevAns=model))\n",
    "      # }\n",
    "      \n",
    "      modellist[[paste(t, '_', g, sep=\"\")]] <- model\n",
    "      \n",
    "    }\n",
    "    # 4. Combine the groups and do the meta-analysis\n",
    "    meta <- do.call( siena08, c( modellist, list(projname = paste(\"meta_\", t, sep=\"\")) ) )\n",
    "    # Divert output to a text file\n",
    "    summary(meta, file=TRUE, reportEstimates=True)\n",
    "    \n",
    "    # 5. Export summary statistics\n",
    "    \n",
    "    # Find number of effects in model (disregarding rate parameters)\n",
    "    neff <- length(meta) - 7\n",
    "    # Parameter estimates and confidence intervals\n",
    "    parameters <- t(sapply(1:neff, function(i){get_params(i, meta)}))\n",
    "    colnames(parameters) <- c('mu-hat', 'mu-se',\n",
    "                              'mu-min', 'mu-plus', 'alpha_mu',\n",
    "                              'sigma-hat', 'sigma-min', 'sigma-plus', 'alpha_sigma', 'N')\n",
    "    # These are: parameter estimate for population mean; s.e.;\n",
    "    # confidence interval for population mean (left, right, significance level);\n",
    "    # estimate for population standard deviation;\n",
    "    # confidence interval for standard deviation (left, right, significance level);\n",
    "    # number of groups on which this is based.\n",
    "    \n",
    "    # Construct the names for the effects:\n",
    "    efnames <- names(meta)[1:neff]\n",
    "    # the first 5 list elements of meta correspond to the tested effects\n",
    "    # The first 7 letters are redundant and will be dropped:\n",
    "    efnames <- substring(efnames, 8)\n",
    "    rownames(parameters) <- efnames\n",
    "    print(round(parameters, 3))\n",
    "    # Export\n",
    "    write.csv(parameters, paste('Siena_output/params_', t, '.csv', sep=''))\n",
    "    \n",
    "    # All estimates\n",
    "    write.csv(meta$thetadf, paste('Siena_output/thetas_', t, '.csv', sep=''))\n",
    "    \n",
    "  }\n",
    "  \n",
    "}\n",
    "\n",
    "meta_all()\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "library(gdata)  \n",
    "mydata = read.csv(\"Siena_output/params_Endow.csv\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "                                    X     mu.hat      mu.se      mu.min\n",
      "1                 outdegree (density) -1.4177233 0.05416921 -1.53550247\n",
      "2                         reciprocity  0.6929695 0.05592594  0.56676321\n",
      "3                 transitive triplets  0.1047823 0.04079573  0.01990708\n",
      "4                     endowment alter  0.0000000 0.00000000  0.00000000\n",
      "5                       endowment ego  0.1506773 0.01437601  0.11983416\n",
      "6                        wealth alter  0.0000000 0.00000000  0.00000000\n",
      "7                          wealth ego -0.1422098 0.04139216 -0.23287005\n",
      "8 int.  endowment alter x reciprocity  0.0000000 0.00000000  0.00000000\n",
      "9    int.  wealth alter x reciprocity  0.0000000 0.00000000  0.00000000\n",
      "      mu.plus\n",
      "1 -1.30129465\n",
      "2  0.81331201\n",
      "3  0.19642988\n",
      "4  0.00000000\n",
      "5  0.18168820\n",
      "6  0.00000000\n",
      "7 -0.05338135\n",
      "8  0.00000000\n",
      "9  0.00000000\n"
     ]
    }
   ],
   "source": [
    "print(mydata[,1:5])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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