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確率的ミクロシミュレーション×マイクロシミュレーション×
分野シミュレーションシミュレーション
系統Process / pipelineProcess / pipeline
提唱年19571957
提唱者Guy H. OrcuttGuy Orcutt (concept, 1957); modern tax-transfer frameworks developed through EUROMOD and related projects
種類Stochastic individual-level simulationPolicy simulation / computational social science
原典Orcutt, G. H. (1957). A new type of socio-economic system. The Review of Economics and Statistics, 39(2), 116–123. DOI ↗O'Donoghue, C. (Ed.) (2014). Handbook of Microsimulation Modelling. Emerald. DOI ↗
別名Probabilistic Microsimulation, Monte Carlo Microsimulation, Stochastic Micro-simulation, SMSMMikrosimülasyon, micro-simulation, policy microsimulation
関連65
概要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.Microsimulation is a computational method that simulates policy effects by operating directly on a population of individual micro-units — households, firms, patients — and applying rules to each unit according to its own demographic, economic, and behavioural characteristics. Developed conceptually by Guy Orcutt in 1957, it has become the standard tool for evaluating tax reform, pension systems, and health policy before implementation.
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ScholarGate手法を比較: Stochastic Microsimulation · Microsimulation. 2026-06-15に以下より取得 https://scholargate.app/ja/compare