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| Bayesianische Paneldatenanalyse× | Bayesian Fixed-Effects-Modell× | |
|---|---|---|
| Fachgebiet | Ökonometrie | Ökonometrie |
| Familie | Regression model | Regression model |
| Entstehungsjahr≠ | 1971–1999 | 2000–2008 |
| Urheber≠ | Zellner (1971); Hsiao, Pesaran, and Tahmiscioglu (1999) | Chib (2008); Lancaster (2000) |
| Typ≠ | Bayesian estimation for panel data | Bayesian panel regression |
| Wegweisende Quelle≠ | Hsiao, C. (2003). Analysis of Panel Data (2nd ed.). Cambridge University Press. ISBN: 978-0521522717 | Lancaster, T. (2000). The incidental parameter problem since 1948. Journal of Econometrics, 95(2), 391–413. DOI ↗ |
| Aliasnamen | Bayesian panel model, Bayesian longitudinal model, hierarchical panel model, Bayesian multilevel panel | Bayesian within estimator, Bayesian FE model, Bayesian individual fixed effects, Bayesian least squares dummy variable |
| Verwandt | 5 | 5 |
| Zusammenfassung≠ | 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 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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