Porovnat metody

Prohlédněte si vybrané metody vedle sebe; řádky, které se liší, jsou zvýrazněny.

Podmíněný logitový model (McFadden)×Vnořený logitový model diskrétní volby×
OborEkonometrieEkonometrie
RodinaRegression modelRegression model
Rok vzniku19741985
TvůrceDaniel McFaddenDaniel McFadden; Ben-Akiva & Lerman
TypDiscrete choice model for alternative-specific covariatesDiscrete choice regression model
Původní zdrojMcFadden, D. (1974). Conditional logit analysis of qualitative choice behavior. In P. Zarembka (Ed.), Frontiers in Econometrics (pp. 105–142). Academic Press. ISBN: 978-0-12-776150-3Ben-Akiva, M., & Lerman, S. R. (1985). Discrete Choice Analysis: Theory and Application to Travel Demand. MIT Press. ISBN: 978-0-262-02217-0
Další názvyMcFadden's Choice Model, Discrete Choice Logit, Alternative-Specific Logit, Koşullu Logit ModeliTree Logit Model, Hierarchical Logit Model, Generalized Extreme Value Logit, İç İçe Logit Modeli
Příbuzné33
ShrnutíThe Conditional Logit Model, introduced by Daniel McFadden in 1974, is a discrete-choice econometric model designed to explain an individual's selection among a finite set of mutually exclusive alternatives. Unlike multinomial logit, it uses covariates that vary across alternatives — such as price, travel time, or product attributes — making it ideally suited for revealed-preference studies in transportation, marketing, and labor economics.The Nested Logit model is a discrete choice framework that groups mutually exclusive alternatives into hierarchical nests, allowing correlated unobserved utilities within each nest while maintaining independence across nests. Introduced formally by Ben-Akiva and Lerman (1985) and grounded in McFadden's Generalized Extreme Value (GEV) theory, it extends the standard Multinomial Logit by relaxing the restrictive Independence of Irrelevant Alternatives assumption within predefined groups of similar alternatives.
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ScholarGatePorovnat metody: Conditional Logit · Nested Logit. Získáno 2026-06-15 z https://scholargate.app/cs/compare