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Robust Microsimulation×नियतात्मक सूक्ष्म-अनुकरण×
क्षेत्रअनुकरणअनुकरण
परिवारProcess / pipelineProcess / pipeline
उद्भव वर्ष1990s–2000s1957
प्रवर्तकBriggs, A. H.; O'Brien, B. J. and others in health technology assessment literatureGuy H. Orcutt
प्रकारSimulation with systematic robustness testingIndividual-level deterministic rule application
मौलिक स्रोतO'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. Review of Economics and Statistics, 39(2), 116–123. DOI ↗
उपनामRobust Micro-Simulation, Uncertainty-Robust Microsimulation, Probabilistic Microsimulation, Sensitivity-Enhanced MicrosimulationArithmetic Microsimulation, Static Tax-Benefit Microsimulation, Deterministic Policy Simulation, Rule-based Microsimulation
संबंधित55
सारांशRobust 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.Deterministic Microsimulation applies a fixed set of policy rules or behavioral equations to each individual or household record in a microdata file, computing exact outcomes without any random sampling. It is the standard engine behind tax-benefit calculators and demographic projection models used by governments worldwide.
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