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multilevelResults_02.03.17
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multilevelResults_02.03.17
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Model WAICS:
WAIC pWAIC dWAIC weight SE dSE
just_interactions_sex 349.6 8.4 0.0 0.52 9.77 NA
just_interactions 351.1 8.0 1.5 0.25 9.11 3.59
just_conditions 352.0 8.1 2.4 0.16 8.77 5.51
just_conditions_sex 354.0 9.4 4.5 0.06 8.92 5.49
FullModel 357.1 13.9 7.5 0.01 10.36 2.63
NullModel 360.3 7.7 10.7 0.00 5.10 8.05
just_sex 362.3 9.4 12.7 0.00 5.32 7.8
[minus pers: 05.05.17
WAIC pWAIC dWAIC weight SE dSE
just_interactions_sex 349.6 8.6 0.0 0.50 9.77 NA
just_interactions 350.9 8.4 1.3 0.26 9.13 3.58
just_conditions 352.1 8.5 2.5 0.15 8.80 5.48
just_conditions_sex 354.1 9.6 4.5 0.05 8.97 5.51
FullModel 354.8 12.4 5.2 0.04 10.16 2.56
NullModel 360.4 7.6 10.8 0.00 5.11 8.06
just_sex 362.2 9.2 12.6 0.00 5.32 7.91
results from just_interactions_sex:
Mean StdDev lower 0.89 upper 0.89 n_eff Rhat
a -0.41 0.19 -0.72 -0.10 3000 1
b_s -0.72 0.41 -1.36 -0.05 2216 1
b_s_AR 1.76 0.46 1.03 2.51 2353 1
b_s_SR 0.62 0.47 -0.09 1.40 2260 1
sigma_p 0.24 0.18 0.00 0.48 987 1
> logistic(-0.41)
[1] 0.3989121
> logistic(0.41)
[1] 0.6010879
> logistic(-0.41 + 1.76)
[1] 0.7941296
> prob_a <- logistic(-0.41)
> prob_b_s_AR <- logistic(1.76)
> prob_b_s_AR - prob_a
[1] 0.4542975
so you're 45% more likely to choose social if you are a woman in the AR condition than if you are a man in the control condition?
> prob_s <- logistic(-0.72)
> prob_s - prob_b_s_AR
[1] -0.5258167
53% more likely to choose social if you're a woman in the AR condition thatn if you are a woman in the control condition?
Full model results:
Mean StdDev lower 0.89 upper 0.89 n_eff Rhat
a -0.36 0.68 -1.46 0.71 2203 1
b_s -0.84 0.50 -1.63 -0.05 1647 1
b_s_AR 1.59 0.70 0.46 2.70 1777 1
b_s_SR 1.03 0.67 -0.10 2.07 1769 1
b_r 0.05 0.16 -0.22 0.29 3000 1
b_AR 0.18 0.52 -0.66 0.98 2065 1
b_SR -0.42 0.48 -1.19 0.33 2201 1
b_p -0.09 1.07 -1.85 1.59 3000 1
sigma_p 0.26 0.19 0.00 0.51 1320 1
Risk Model results:
Mean StdDev lower 0.89 upper 0.89 n_eff Rhat
a -2.38 1.14 -4.20 -0.56 831 1
b_s 1.12 1.23 -0.71 3.13 688 1
b_r 1.14 0.55 0.22 1.95 776 1
b_SR -0.77 0.69 -1.98 0.19 694 1
b_p 0.13 1.17 -1.75 1.90 1000 1
sigma_p 0.30 0.22 0.00 0.60 496 1