Сравнение методов
Просматривайте выбранные методы рядом; строки с различиями подсвечены.
| Байесовский анализ панельных данных× | Анализ панельных данных× | |
|---|---|---|
| Область | Эконометрика | Эконометрика |
| Семейство | Regression model | Regression model |
| Год появления≠ | 1971–1999 | 1966–1978 |
| Автор метода≠ | Zellner (1971); Hsiao, Pesaran, and Tahmiscioglu (1999) | Balestra & Nerlove (1966); Mundlak (1978); Hausman (1978) |
| Тип≠ | Bayesian estimation for panel data | Panel regression framework |
| Основополагающий источник≠ | Hsiao, C. (2003). Analysis of Panel Data (2nd ed.). Cambridge University Press. ISBN: 978-0521522717 | Baltagi, B. H. (2021). Econometric Analysis of Panel Data (6th ed.). Springer. ISBN: 978-3030539528 |
| Другие названия | Bayesian panel model, Bayesian longitudinal model, hierarchical panel model, Bayesian multilevel panel | longitudinal data analysis, pooled cross-sectional time-series analysis, panel regression, data panel analysis |
| 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. | Panel data analysis models data that track multiple units — countries, firms, individuals — over time, enabling researchers to control for unobserved unit-level heterogeneity that would otherwise bias cross-sectional or time-series estimates. The two core specifications are fixed effects and random effects, selected via the Hausman test. |
| ScholarGateНабор данных ↗ |
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