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베이지안 하우즈만 검정×Panel Hausman Test×
분야계량경제학계량경제학
계열Regression modelRegression model
기원 연도1978 (classical); Bayesian adaptations 1990s–2000s1978
창시자Bayesian reformulation of Hausman (1978); developed across Bayesian econometrics literatureJerry A. Hausman
유형Specification test / model comparisonSpecification test
원전Hausman, J. A. (1978). Specification tests in econometrics. Econometrica, 46(6), 1251–1271. DOI ↗Hausman, J. A. (1978). Specification tests in econometrics. Econometrica, 46(6), 1251–1271. DOI ↗
별칭Bayesian specification test, Bayesian endogeneity test, Bayesian FE vs RE test, Bayesian Durbin-Wu-HausmanHausman endogeneity test, Wu-Hausman test, fixed-vs-random effects test, Hausman chi-squared test
관련55
요약The 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 Hausman specification test for panel data determines whether individual-specific effects are correlated with the regressors — a correlation that would make the random effects estimator inconsistent. A statistically significant result favours the fixed effects model; a non-significant result supports the more efficient random effects model.
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