Prescriptive Analytics Case. A simple implementation of AHP and TOPSIS in python to help a human selecting a phone within an array of 10k celphone options based on a given budget.
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Updated
Dec 2, 2018 - Python
Prescriptive Analytics Case. A simple implementation of AHP and TOPSIS in python to help a human selecting a phone within an array of 10k celphone options based on a given budget.
R-codebase for scholarly article (PhD-Paper2)
DA tools example using the supplementary from Lanzanova et al (2019)
R code for the case study in the manuscript titled "Probability bound analysis: A novel approach for quantifying parameter uncertainty in decision-analytic modeling and cost-effectiveness analysis."
Knowledge Commons research group's repository
Shrunk versus naive individual treatment effects in aggregated n-of-1 trials
This repository contains tutorials/explanations about decision analysis. Some examples of decision analysis also performed using R programming languages.
decision analysis / bayesian networks and influence diagrams
Web interface for decision support using inference diagrams and Monte Carlo simulations.
A multi-criteria decision analysis (MCDA)-based composite proxy target variable generation technique for business decision modeling that uses relevant features or independent variables conceptually related to the intended target variable.
A digital companion to the research paper "Data-driven support for policy and decision-making in university research management: A case study from Germany", by Alona Zharova, Wolfgang Karl Härdle, and Stefan Lessmann.
MCDM using TOPSIS: A technique for multi-criteria decision making, utilizing the TOPSIS method to evaluate alternatives based on multiple criteria.
A case study on optimization methods to evaluate whether to construct or extend existing distribution centres to sustain growth of a clothing brand
Group project by Mary Grace Barbacias, Marina Bigerna, Sara Florido, Arnaud Kentsa, and Frederic Schoenbach under Prof Corey Whitney and Eike Luedeling in Decision Analysis and Forecasting in Agricultural Development module at Bonn University. Makes use of the R package decisionSupport (Luedeling et. al).
Rice farming with crop rotation in Indonesia [a group project from Decision Analysis course]
A decision analysis whether smallholder farmes in Nepal should intercrop their rubber monocultures with black pepper. A contribution of the online-team to the module "Desicion Analysis and Forecasting for Agricultural Development" at University Bonn.
Statistical Issues in the Design and Analysis of Series of N-of-1 Trials
Accompanying Julia code for research paper, "System Effects in Identifying Risk-Optimal Data Requirements for Digital Twins of Structures"
Bayesian Information Gap Decision Theory
A fast implementation of the Expected Value of Perfect Parameter Information (EVPPI) for large Monte Carlo simulations
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