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decisionSupport

Quantitative Support of Decision Making under Uncertainty

v1.115 · Aug 19, 2025 · GPL-3

Description

Supporting the quantitative analysis of binary welfare based decision making processes using Monte Carlo simulations. Decision support is given on two levels: (i) The actual decision level is to choose between two alternatives under probabilistic uncertainty. This package calculates the optimal decision based on maximizing expected welfare. (ii) The meta decision level is to allocate resources to reduce the uncertainty in the underlying decision problem, i.e to increase the current information to improve the actual decision making process. This problem is dealt with using the Value of Information Analysis. The Expected Value of Information for arbitrary prospective estimates can be calculated as well as Individual Expected Value of Perfect Information. The probabilistic calculations are done via Monte Carlo simulations. This Monte Carlo functionality can be used on its own.

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OK 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 9, 2026
ERROR 12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Jun 8, 2026
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package dependencies

Package required but not available: ‘rriskDistributions’

Package suggested but not available for checking: ‘mc2d’

See section ‘The DESCRIPTION file’ in the ‘Writing R Extensions’
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Dependency Network

Dependencies Reverse dependencies assertthat chillR class dplyr fANCOVA ggplot2 magrittr msm mvtnorm nleqslv patchwork rriskDistributions (>= 2.0) stringr tidyr tidyselect decisionSupport

Version History

20 tracked
new 1.115 Mar 10, 2026
updated 1.115 ← 1.114 diff Aug 18, 2025
updated 1.114 ← 1.113 diff Apr 7, 2024
updated 1.113 ← 1.111 diff Oct 5, 2023
updated 1.111 ← 1.110 diff May 8, 2022
updated 1.110 ← 1.109 diff Feb 17, 2022
updated 1.109 ← 1.108 diff Nov 18, 2021
updated 1.108 ← 1.107 diff Oct 16, 2021
updated 1.107 ← 1.106 diff Oct 15, 2021
updated 1.106 ← 1.105.3 diff Feb 28, 2021
updated 1.105.3 ← 1.105.2 diff May 11, 2020
updated 1.105.2 ← 1.103.8 diff Oct 15, 2019
updated 1.103.8 ← 1.103.7 diff Oct 14, 2018
updated 1.103.7 ← 1.103.6 diff May 15, 2018
updated 1.103.6 ← 1.103.2 diff Nov 27, 2017