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Детерминистична микросимулация×Стохастична микросимулация×
ОбластСимулационно моделиранеСимулационно моделиране
СемействоProcess / pipelineProcess / pipeline
Година на възникване19571957
СъздателGuy H. OrcuttGuy H. Orcutt
ТипIndividual-level deterministic rule applicationStochastic individual-level simulation
Основополагащ източникOrcutt, G. H. (1957). A new type of socio-economic system. Review of Economics and Statistics, 39(2), 116–123. DOI ↗Orcutt, G. H. (1957). A new type of socio-economic system. The Review of Economics and Statistics, 39(2), 116–123. DOI ↗
Други названияArithmetic Microsimulation, Static Tax-Benefit Microsimulation, Deterministic Policy Simulation, Rule-based MicrosimulationProbabilistic Microsimulation, Monte Carlo Microsimulation, Stochastic Micro-simulation, SMSM
Свързани56
РезюмеDeterministic 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.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.
ScholarGateНабор от данни
  1. v1
  2. 2 Източници
  3. PUBLISHED
  1. v1
  2. 2 Източници
  3. PUBLISHED

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ScholarGateСравнение на методи: Deterministic Microsimulation · Stochastic Microsimulation. Извлечено на 2026-06-15 от https://scholargate.app/bg/compare