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تحليل الحساسية البيزي×تحليل الحساسية العشوائية×
المجالالمحاكاةالمحاكاة
العائلةProcess / pipelineProcess / pipeline
سنة النشأة1984–19941990s–2000s
صاحب الطريقةBerger, J. O. (Bayesian robustness); Saltelli et al. (global SA integration)Saltelli, A. et al.; Claxton, K. et al. (health economics stream)
النوعUncertainty propagation and sensitivity quantificationProbabilistic uncertainty quantification technique
المصدر التأسيسيBerger, J. O. (1994). An overview of robust Bayesian analysis. Test, 3(1), 5–124. DOI ↗Saltelli, A., Ratto, M., Andres, T., Campolongo, F., Cariboni, J., Gatelli, D., Saisana, M., Tarantola, S. (2008). Global Sensitivity Analysis: The Primer. Wiley. ISBN: 9780470059975
الأسماء البديلةBSA, Bayesian SA, Bayesian robustness analysis, prior sensitivity analysisPSA, Probabilistic Sensitivity Analysis, Stochastic SA, Monte Carlo Sensitivity Analysis
ذات صلة55
الملخصBayesian Sensitivity Analysis (BSA) combines Bayesian inference with sensitivity analysis to systematically quantify how uncertain model inputs — expressed as prior probability distributions — propagate through a model and influence outputs. It identifies which parameters most drive output variability, supporting robust conclusions under genuine uncertainty.Stochastic Sensitivity Analysis (PSA) extends classical one-at-a-time sensitivity testing by representing uncertain model inputs as probability distributions and propagating them through the model via Monte Carlo sampling. The result is a full distribution of possible outputs, together with rankings of which inputs drive output variance the most — enabling robust, evidence-grounded conclusions under uncertainty.
ScholarGateمجموعة البيانات
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  2. 2 المصادر
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  1. v1
  2. 2 المصادر
  3. PUBLISHED

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ScholarGateقارن الطرق: Bayesian Sensitivity Analysis · Stochastic Sensitivity Analysis. استُرجع بتاريخ 2026-06-15 من https://scholargate.app/ar/compare