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HọProcess / pipelineProcess / pipeline
Năm ra đời1990s–2000s1957
Người khởi xướngBriggs, A. H.; O'Brien, B. J. and others in health technology assessment literatureGuy H. Orcutt
LoạiSimulation with systematic robustness testingStochastic individual-level simulation
Công trình gốcO'Brien, B. J., & Briggs, A. H. (2002). Analysis of uncertainty in health care cost-effectiveness studies: an introduction to statistical issues and methods. Statistical Methods in Medical Research, 11(6), 455-468. DOI ↗Orcutt, G. H. (1957). A new type of socio-economic system. The Review of Economics and Statistics, 39(2), 116–123. DOI ↗
Tên gọi khácRobust Micro-Simulation, Uncertainty-Robust Microsimulation, Probabilistic Microsimulation, Sensitivity-Enhanced MicrosimulationProbabilistic Microsimulation, Monte Carlo Microsimulation, Stochastic Micro-simulation, SMSM
Liên quan56
Tóm tắtRobust Microsimulation combines individual-level (micro) simulation with systematic uncertainty analysis — typically probabilistic sensitivity analysis — to generate outputs that are robust to parameter uncertainty, model structure assumptions, and input variability. It is widely used in health technology assessment, public policy, and social science to produce credible, decision-relevant predictions.Stochastic Microsimulation tracks a large population of individual units — people, households, or firms — through time by applying random draws from empirically estimated probability distributions at each transition event. Unlike deterministic counterparts, every state change is decided by chance, preserving realistic heterogeneity and allowing rigorous uncertainty quantification across multiple simulation runs.
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ScholarGateSo sánh phương pháp: Robust Microsimulation · Stochastic Microsimulation. Truy cập ngày 2026-06-15 từ https://scholargate.app/vi/compare