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বেয়েশীয় পরিস্থিতি বিশ্লেষণ×Stochastic Scenario Analysis×
ক্ষেত্রঅনুকরণঅনুকরণ
পরিবারProcess / pipelineProcess / pipeline
উদ্ভবের বছর2000s1955–1980s
প্রবর্তকDeveloped 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
ধরনProbabilistic hybrid — Bayesian inference integrated with structured scenario analysisProbabilistic scenario enumeration and evaluation
মৌলিক উৎসAven, 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
অপর নামBSA, Bayesian scenario planning, probabilistic scenario analysis, Bayesian-weighted scenario analysisProbabilistic Scenario Analysis, SSA, Stochastic What-If Analysis, Monte Carlo Scenario Analysis
সম্পর্কিত54
সারসংক্ষেপBayesian 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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ScholarGateপদ্ধতির তুলনা করুন: Bayesian Scenario Analysis · Stochastic Scenario Analysis. 2026-06-18 তারিখে সংগৃহীত, উৎস: https://scholargate.app/bn/compare