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Ujian Hausman Bayesian×Model Kesan Tetap Bayesian×
BidangEkonometrikEkonometrik
KeluargaRegression modelRegression model
Tahun asal1978 (classical); Bayesian adaptations 1990s–2000s2000–2008
PengasasBayesian reformulation of Hausman (1978); developed across Bayesian econometrics literatureChib (2008); Lancaster (2000)
JenisSpecification test / model comparisonBayesian panel regression
Sumber perintisHausman, J. A. (1978). Specification tests in econometrics. Econometrica, 46(6), 1251–1271. DOI ↗Lancaster, T. (2000). The incidental parameter problem since 1948. Journal of Econometrics, 95(2), 391–413. DOI ↗
AliasBayesian specification test, Bayesian endogeneity test, Bayesian FE vs RE test, Bayesian Durbin-Wu-HausmanBayesian within estimator, Bayesian FE model, Bayesian individual fixed effects, Bayesian least squares dummy variable
Berkaitan55
RingkasanThe Bayesian Hausman test is a Bayesian reformulation of Hausman's (1978) classical specification test, used to assess endogeneity or to choose between fixed effects and random effects panel models. Instead of a chi-squared test statistic, it uses posterior model probabilities or Bayes factors to compare competing specifications, fully incorporating prior uncertainty about model parameters.The Bayesian fixed effects model applies Bayesian inference to the classical within-group panel estimator. Unit-specific intercepts capture time-invariant unobserved heterogeneity, while prior distributions on all parameters allow probability statements about coefficients and full uncertainty quantification via the posterior distribution.
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ScholarGateBandingkan kaedah: Bayesian Hausman Test · Bayesian Fixed Effects Model. Dicapai 2026-06-15 daripada https://scholargate.app/ms/compare