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Bayesovská analýza scenárov×Stochastická analýza scenárov×
OdborSimuláciaSimulácia
RodinaProcess / pipelineProcess / pipeline
Rok vzniku2000s1955–1980s
TvorcaDeveloped iteratively across Bayesian statistics and scenario planning communities; formalized in risk and decision analysis (Aven, Lempert et al., 2000s)Dantzig, G. B.; Birge, J. R.; and others in stochastic programming tradition
TypProbabilistic hybrid — Bayesian inference integrated with structured scenario analysisProbabilistic scenario enumeration and evaluation
Pôvodný zdrojAven, T., & Reniers, G. (2013). How to define and interpret a probability in a risk and safety setting. Safety Science, 51(1), 223–231. DOI ↗Birge, J. R., Louveaux, F. (2011). Introduction to Stochastic Programming (2nd ed.). Springer. ISBN: 9781461402374
Ďalšie názvyBSA, Bayesian scenario planning, probabilistic scenario analysis, Bayesian-weighted scenario analysisProbabilistic Scenario Analysis, SSA, Stochastic What-If Analysis, Monte Carlo Scenario Analysis
Príbuzné54
ZhrnutieBayesian 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.Stochastic Scenario Analysis evaluates a system or decision across multiple explicitly defined scenarios, each assigned a probability of occurrence. Unlike deterministic scenario analysis, it propagates uncertainty through probability distributions and computes expected outcomes, variance, and risk metrics across the scenario space, giving decision-makers a structured view of what could happen and how likely each outcome is.
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ScholarGatePorovnať metódy: Bayesian Scenario Analysis · Stochastic Scenario Analysis. Získané 2026-06-18 z https://scholargate.app/sk/compare