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Bayesiläinen skenaarianalyysi×Robust Scenario Analysis×
TieteenalaSimulointiSimulointi
MenetelmäperheProcess / pipelineProcess / pipeline
Syntyvuosi2000s1950 (foundations); 2003 (modern RDM formulation)
KehittäjäDeveloped iteratively across Bayesian statistics and scenario planning communities; formalized in risk and decision analysis (Aven, Lempert et al., 2000s)Wald, A. (minimax foundation); Lempert et al. (RDM framework)
TyyppiProbabilistic hybrid — Bayesian inference integrated with structured scenario analysisScenario-based robustness evaluation
AlkuperäislähdeAven, T., & Reniers, G. (2013). How to define and interpret a probability in a risk and safety setting. Safety Science, 51(1), 223–231. DOI ↗Wald, A. (1950). Statistical Decision Functions. Wiley, New York. link ↗
RinnakkaisnimetBSA, Bayesian scenario planning, probabilistic scenario analysis, Bayesian-weighted scenario analysisRSA, Robust Scenario Planning, Worst-Case Scenario Analysis, Minimax Regret Scenario Analysis
Liittyvät55
TiivistelmäBayesian Scenario Analysis (BSA) combines structured scenario planning with Bayesian probability theory, assigning explicit prior probabilities to alternative futures and updating them as new evidence or expert judgments become available. The result is a probability-weighted distribution of outcomes across scenarios rather than a set of equally-weighted or arbitrarily-weighted futures.Robust Scenario Analysis evaluates a set of candidate strategies across a structured collection of plausible future scenarios and selects the strategy that performs acceptably well — or best in the worst case — regardless of which scenario materializes. It merges scenario planning with robustness criteria such as maximin, minimax regret, or satisficing to support decisions under deep, irreducible uncertainty.
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ScholarGateVertaile menetelmiä: Bayesian Scenario Analysis · Robust Scenario Analysis. Haettu 2026-06-17 osoitteesta https://scholargate.app/fi/compare