🎓 Uni-Bonn Decision Analysis graduate course, lectures and materials
Bayesian Information Gap Decision Theory
Financial modelling in real estate asset & development planning, decision-making, cashflow forecasting, and scenario analysis.
Knowledge Commons research group's repository
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 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."
Web interface for decision support using inference diagrams and 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 route optimization model for urban disaster evacuation planning in Montreal using GTFS data
A case study on optimization methods to evaluate whether to construct or extend existing distribution centres to sustain growth of a clothing brand
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.
This repository contains tutorials/explanations about decision analysis. Some examples of decision analysis also performed using R programming languages.
DA tools example using the supplementary from Lanzanova et al (2019)
R-codebase for scholarly article (PhD-Paper2)
decision analysis / bayesian networks and influence diagrams
Website of Acumen - Alliance for Mental Health Systems Models
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.
Accompanying Julia code for research paper, "System Effects in Identifying Risk-Optimal Data Requirements for Digital Twins of Structures"
A fast implementation of the Expected Value of Perfect Parameter Information (EVPPI) for large Monte Carlo simulations
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