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Test de Hausman à paramètres variant dans le temps×Modèle d'espace d'états (Filtre de Kalman)×
DomaineÉconométrieÉconométrie
FamilleRegression modelRegression model
Année d'origine1978 (Hausman); TVP extension developed through 1980s–2000s1990
Auteur d'origineHausman (1978) specification test framework extended to time-varying parameter settingsHarvey; Durbin & Koopman (state space treatment); Kalman filter
TypeSpecification / endogeneity testState space time series model
Source fondatriceHausman, J. A. (1978). Specification tests in econometrics. Econometrica, 46(6), 1251-1271. DOI ↗Harvey, A. C. (1990). Forecasting, Structural Time Series Models and the Kalman Filter. Cambridge University Press. DOI ↗
AliasTVP Hausman test, time-varying Hausman specification test, Hausman test with time-varying parameters, TVP endogeneity teststate space, Kalman filter, unobserved components model, Durum Uzayı Modeli (State Space / Kalman Filter)
Apparentées34
RésuméThe time-varying parameter Hausman test extends Hausman's (1978) classic specification test to models whose coefficients are allowed to evolve over time. It compares an efficient estimator (e.g., OLS or GLS assuming constant parameters) with a consistent estimator from a time-varying parameter model, using the contrast between them to detect parameter instability or endogeneity in dynamic settings.A state space model is a general time series framework that describes a series through unobserved (latent) state variables linked by a measurement equation and a transition equation, with the states estimated in real time by the Kalman filter. Developed in the state space tradition of Harvey (1990) and Durbin & Koopman (2012), it nests ARIMA and exponential smoothing as special cases.
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  3. PUBLISHED

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ScholarGateComparer des méthodes: Time-varying parameter Hausman test · State Space Model. Consulté le 2026-06-18 sur https://scholargate.app/fr/compare