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Model Simulasi Mikro×Model Logit Campuran×
BidangSimulasiEkonometrik
KeluargaProcess / pipelineRegression model
Tahun asal19572000
PengasasGuy Orcutt (concept, 1957); modern tax-transfer frameworks developed through EUROMOD and related projectsDaniel McFadden & Kenneth Train
JenisPolicy simulation / computational social scienceRandom-parameters discrete choice model
Sumber perintisO'Donoghue, C. (Ed.) (2014). Handbook of Microsimulation Modelling. Emerald. DOI ↗Train, K. E. (2009). Discrete Choice Methods with Simulation (2nd ed.). Cambridge University Press. ISBN: 978-0-521-74738-7
AliasMikrosimülasyon, micro-simulation, policy microsimulationRandom Parameters Logit, Mixed Multinomial Logit, Error Components Logit, Karma Logit Modeli
Berkaitan53
RingkasanMicrosimulation 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.The Mixed Logit model, introduced formally by McFadden and Train (2000) and elaborated in Train (2009), is a flexible discrete choice framework that allows preference parameters to vary randomly across decision-makers. By integrating standard logit probabilities over a mixing distribution of coefficients, it overcomes the restrictive independence of irrelevant alternatives (IIA) property and accommodates unobserved taste heterogeneity, panel data correlation, and complex substitution patterns across alternatives.
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ScholarGateBandingkan kaedah: Microsimulation · Mixed Logit. Dicapai 2026-06-18 daripada https://scholargate.app/ms/compare