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Krahasoni metodat

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Mikrosimulimi×Modeli Logit i Përzier×
FushaSimulimiEkonometri
FamiljaProcess / pipelineRegression model
Viti i origjinës19572000
KrijuesiGuy Orcutt (concept, 1957); modern tax-transfer frameworks developed through EUROMOD and related projectsDaniel McFadden & Kenneth Train
LlojiPolicy simulation / computational social scienceRandom-parameters discrete choice model
Burimi themeluesO'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
Emërtime të tjeraMikrosimülasyon, micro-simulation, policy microsimulationRandom Parameters Logit, Mixed Multinomial Logit, Error Components Logit, Karma Logit Modeli
Të lidhura53
PërmbledhjaMicrosimulation 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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ScholarGateKrahasoni metodat: Microsimulation · Mixed Logit. Marrë më 2026-06-18 nga https://scholargate.app/sq/compare