Сравнение методов
Просматривайте выбранные методы рядом; строки с различиями подсвечены.
| Байесовский анализ панельных данных× | Тест Хаусмана для панельных данных× | |
|---|---|---|
| Область | Эконометрика | Эконометрика |
| Семейство | Regression model | Regression model |
| Год появления≠ | 1971–1999 | 1978 |
| Автор метода≠ | Zellner (1971); Hsiao, Pesaran, and Tahmiscioglu (1999) | Jerry A. Hausman |
| Тип≠ | Bayesian estimation for panel data | Specification test |
| Основополагающий источник≠ | Hsiao, C. (2003). Analysis of Panel Data (2nd ed.). Cambridge University Press. ISBN: 978-0521522717 | Hausman, J. A. (1978). Specification tests in econometrics. Econometrica, 46(6), 1251–1271. DOI ↗ |
| Другие названия | Bayesian panel model, Bayesian longitudinal model, hierarchical panel model, Bayesian multilevel panel | Hausman endogeneity test, Wu-Hausman test, fixed-vs-random effects test, Hausman chi-squared test |
| Связанные | 5 | 5 |
| Сводка≠ | Bayesian panel data analysis applies Bayesian inference to models with repeated observations on multiple units. By placing prior distributions on coefficients and variance components, it merges prior knowledge with the observed panel likelihood to produce full posterior distributions for fixed or random effects, slope heterogeneity, and variance parameters — rather than point estimates and asymptotic standard errors. | 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. |
| ScholarGateНабор данных ↗ |
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