Сравнение методов
Просматривайте выбранные методы рядом; строки с различиями подсвечены.
| Панельный тест Филлипса-Перрона на наличие единичного корня× | Расширенный тест Дики-Фуллера (ADF) на единичный корень× | |
|---|---|---|
| Область | Эконометрика | Эконометрика |
| Семейство | Regression model | Regression model |
| Год появления≠ | 1988 (original PP); panel adaptation widely established by 2003 | 1979–1984 |
| Автор метода≠ | Phillips & Perron (1988); panel extension by Im, Pesaran & Shin (2003) | Said & Dickey (1984); building on Dickey & Fuller (1979) |
| Тип≠ | Nonparametric unit root test | Hypothesis test (unit root) |
| Основополагающий источник≠ | Im, K. S., Pesaran, M. H., & Shin, Y. (2003). Testing for unit roots in heterogeneous panels. Journal of Econometrics, 115(1), 53-74. DOI ↗ | Said, S. E., & Dickey, D. A. (1984). Testing for unit roots in autoregressive-moving average models of unknown order. Biometrika, 71(3), 599–607. DOI ↗ |
| Другие названия | Panel PP test, Phillips-Perron panel unit root, Im-Pesaran-Shin PP panel test, panel nonparametric unit root test | ADF test, ADF unit root test, Dickey-Fuller test (augmented), Said-Dickey test |
| Связанные≠ | 6 | 5 |
| Сводка≠ | The Panel PP unit root test extends the nonparametric Phillips-Perron correction for serial correlation to a multi-individual panel setting. It tests the null hypothesis that all cross-sectional units contain a unit root, using a pooled or averaged PP-type statistic that is robust to heteroscedastic and serially correlated errors without requiring explicit lag selection. | The Augmented Dickey-Fuller test is the standard procedure for determining whether a univariate time series contains a unit root — that is, whether the series is non-stationary. It extends the original Dickey-Fuller test by including lagged difference terms that absorb serial correlation in the residuals, making the test valid for a wide range of time-series processes encountered in economics and finance. |
| ScholarGateНабор данных ↗ |
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