手法を比較
選択した手法を並べて確認できます。異なる行はハイライト表示されます。
| 構造的変動パネルデータ分析× | パネル共和分検定(ペドロニ、カオ、ウェスターランド)× | |
|---|---|---|
| 分野 | 計量経済学 | 計量経済学 |
| 系統 | Regression model | Regression model |
| 提唱年≠ | 1998-2010 | 2004 |
| 提唱者≠ | Bai & Perron (1998); extended to panels by Bai (2010) and Joseph et al. | Pedroni; Kao; Westerlund |
| 種類≠ | Panel time-series model with regime shifts | Panel cointegration test |
| 原典≠ | Bai, J., & Perron, P. (1998). Estimating and testing linear models with multiple structural changes. Econometrica, 66(1), 47-78. DOI ↗ | Pedroni, P. (2004). Panel Cointegration: Asymptotic and Finite Sample Properties of Pooled Time Series Tests with an Application to the PPP Hypothesis. Econometric Theory, 20(3), 597–625. DOI ↗ |
| 別名≠ | panel structural break test, break-point panel model, panel change-point analysis, regime-shift panel analysis | Pedroni cointegration test, Kao cointegration test, Westerlund cointegration test, panel long-run equilibrium tests |
| 関連≠ | 4 | 3 |
| 概要≠ | Structural break panel data analysis detects and estimates points in time — break dates — where the underlying regression coefficients shift permanently across a panel of cross-sectional units observed over multiple periods. By jointly exploiting cross-sectional and time-series variation, it offers sharper identification of regime shifts than single-series break tests, and it delivers separate coefficient estimates for each regime before and after each break. | Panel cointegration tests check whether a set of integrated variables share a stable long-run equilibrium relationship across a panel of cross-sectional units. Pedroni (1999, 2004) provides heterogeneous-panel tests with seven statistics, Kao (1999) gives an ADF-based homogeneous-panel test, and Westerlund (2007) adds error-correction-based tests robust to structural breaks and cross-sectional dependence. |
| ScholarGateデータセット ↗ |
|
|