手法を比較
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| ロバスト・ハウスマン仕様検定 (Robust Hausman Specification Test)× | パネルデータ固定効果モデル× | |
|---|---|---|
| 分野≠ | 統計学 | 計量経済学 |
| 系統 | Regression model | Regression model |
| 提唱年≠ | 1978 | 2014 |
| 提唱者≠ | Hausman (1978); robust variant after Arellano (1993) | Hsiao (textbook treatment); within transformation of panel data |
| 種類≠ | Panel model specification test | Panel data regression |
| 原典≠ | Hausman, J. A. (1978). Specification Tests in Econometrics. Econometrica, 46(6), 1251-1271. DOI ↗ | Hsiao, C. (2014). Analysis of Panel Data (3rd ed.). Cambridge University Press. DOI ↗ |
| 別名≠ | robust hausman specification test, cluster-robust hausman test, Robust Hausman Testi | fixed effects model, within estimator, panel fixed-effects regression, Panel Veri — Sabit Etkiler Modeli |
| 関連 | 5 | 5 |
| 概要≠ | The Robust Hausman Test is a heteroscedasticity- and autocorrelation-robust version of the Hausman specification test, used to choose between fixed-effects and random-effects estimators in panel-data models. It builds on Hausman's 1978 test and the robust treatment of correlated effects developed by Arellano (1993). | The Panel Data Fixed Effects model estimates relationships from panel data (the same units observed over several time periods) while controlling for unit- and/or time-specific effects, supporting causal inference. It is developed as the within estimator in standard treatments such as Hsiao's Analysis of Panel Data (2014). |
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