🎓 Uni-Bonn Decision Analysis graduate course, lectures and materials
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Updated
May 22, 2024 - HTML
🎓 Uni-Bonn Decision Analysis graduate course, lectures and materials
DA tools example using the supplementary from Lanzanova et al (2019)
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.
Bayesian Information Gap Decision Theory
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.
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.
Financial modelling in real estate asset & development planning, decision-making, cashflow forecasting, and scenario analysis.
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.
Statistical Issues in the Design and Analysis of Series of N-of-1 Trials
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."
A route optimization model for urban disaster evacuation planning in Montreal using GTFS data
Knowledge Commons research group's repository
A fast implementation of the Expected Value of Perfect Parameter Information (EVPPI) for large Monte Carlo simulations
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).
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.
Rice farming with crop rotation in Indonesia [a group project from Decision Analysis course]
R-codebase for scholarly article (PhD-Paper2)
MCDM using TOPSIS: A technique for multi-criteria decision making, utilizing the TOPSIS method to evaluate alternatives based on multiple criteria.
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