Probabilistic Decision Modeling

Probabilistic Decision Modeling is a formal analytic framework within decision science that characterizes uncertainty in model inputs through probability distributions and propagates this uncertainty via stochastic simulation to quantify the confidence in cost-effectiveness decisions, distinguishing it from deterministic models by explicitly accounting for parameter and model uncertainty in incremental cost-effectiveness analysis.

320

Publications

18.7K

Citations

880

Authors

444

Institutions

Publications per year

2017–2026

Parents

Incremental Cost-effectiveness Analysis

Publications

320

Probabilistic Sensitivity Analysis Using Monte Carlo Simulation

Peter M. Doubilet, Colin B. Begg, Milton C. Weinstein et al. · Medical Decision Making · 1985 · 851 citations

Business, Decision Sciences, Decision Analysis +16

OR Practice—Application of a Probabilistic Decision Model to Airline Seat Inventory Control

Peter Belobaba · Operations Research · 1989 · 618 citations

Management, Decision Sciences, Operations Management +17

Face recognition/detection by probabilistic decision-based neural network

Shang‐Hung Lin, Sun‐Yuan Kung, Long-Ji Lin · IEEE Transactions on Neural Networks · 1997 · 580 citations

Computing, Computer Science, Computer Vision +12

Bayesian best-worst method: A probabilistic group decision making model

Majid Mohammadi, Jafar Rezaei · Omega · 2019 · 427 citations · Full text

Business, Decision Sciences, Decision Analysis +13

Expected Value of Sample Information Calculations in Medical Decision Modeling

A. E. Ades, G. Lu, Karl Claxton · Medical Decision Making · 2004 · 369 citations

Public Health, Biostatistics, Decision Sciences +16

1–5 of 320

Authors

880

AB
Andrew Briggs
University of Glasgow, United Kingdom
6 publications · 831 citations
6
h-index
AE
A. E. Ades
University of Bristol, United Kingdom
5 publications · 673 citations
5
h-index
KC
Karl Claxton
University of York, United Kingdom
5 publications · 653 citations
5
h-index
MS
Mark Sculpher
University of York, United Kingdom
4 publications · 224 citations
4
h-index
AJ
Alex J. Sutton
University of Leicester, United Kingdom
4 publications · 262 citations
4
h-index

1–5 of 880

Institutions

444

1–8 of 444

Venues

Medical Decision Making
MDM · 20 publications · 2.3K citations
17
h-index
Management Science
7 publications · 654 citations
7
h-index
Health Economics
6 publications · 672 citations
6
h-index
Operations Research
5 publications · 1.1K citations
5
h-index
PubMed
Repository · 4 publications · 141 citations
4
h-index

1–5