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Diskreetsed valiku simulatsioon×Mikrosimulatsioon×
ValdkondSimulatsioonSimulatsioon
PerekondProcess / pipelineProcess / pipeline
Tekkeaasta1974 (McFadden's Nobel-cited logit); simulation extensions throughout 1990s–2000s1957
LoojaDaniel McFadden (random utility theory); Kenneth Train (simulation methods)Guy Orcutt (concept, 1957); modern tax-transfer frameworks developed through EUROMOD and related projects
TüüpDiscrete choice modelling with Monte Carlo simulationPolicy simulation / computational social science
AlgallikasTrain, K.E. (2009). Discrete Choice Methods with Simulation (2nd ed.). Cambridge University Press. DOI ↗O'Donoghue, C. (Ed.) (2014). Handbook of Microsimulation Modelling. Emerald. DOI ↗
Rööpnimetusedstated preference simulation, SP simulation, revealed preference modelling, Ayrık Seçim Simülasyonu (Stated Preference / SP Simulation)Mikrosimülasyon, micro-simulation, policy microsimulation
Seotud55
KokkuvõteDiscrete choice simulation is a behavioural modelling method — grounded in random utility theory formalised by Daniel McFadden in the 1970s and extended to simulation-based estimation by Kenneth Train — that estimates how individuals choose among mutually exclusive alternatives and then uses those estimated preference parameters to forecast how choice shares would shift under hypothetical policy or market scenarios. It is the dominant quantitative tool in transport demand analysis, health economics, environmental valuation, and marketing research.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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ScholarGateVõrdle meetodeid: Discrete Choice Simulation · Microsimulation. Loetud 2026-06-15 aadressilt https://scholargate.app/et/compare