Compară metode

Examinează metodele selectate una lângă alta; rândurile care diferă sunt evidențiate.

Microsimularea Deterministică×Microsimularea stochastică×
DomeniuSimulareSimulare
FamilieProcess / pipelineProcess / pipeline
Anul apariției19571957
Autorul originalGuy H. OrcuttGuy H. Orcutt
TipIndividual-level deterministic rule applicationStochastic individual-level simulation
Sursa seminalăOrcutt, 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 ↗
Denumiri alternativeArithmetic Microsimulation, Static Tax-Benefit Microsimulation, Deterministic Policy Simulation, Rule-based MicrosimulationProbabilistic Microsimulation, Monte Carlo Microsimulation, Stochastic Micro-simulation, SMSM
Înrudite56
RezumatDeterministic 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.
ScholarGateSet de date
  1. v1
  2. 2 Surse
  3. PUBLISHED
  1. v1
  2. 2 Surse
  3. PUBLISHED

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ScholarGateCompară metode: Deterministic Microsimulation · Stochastic Microsimulation. Preluat la 2026-06-15 de pe https://scholargate.app/ro/compare