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拡張ディッキー・フラー(ADF)単位根検定×フィリップス・ペロン単位根検定×
分野計量経済学計量経済学
系統Regression modelRegression model
提唱年1979–19841988
提唱者Said & Dickey (1984); building on Dickey & Fuller (1979)Peter C. B. Phillips and Pierre Perron
種類Hypothesis test (unit root)Hypothesis test (unit root)
原典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 ↗Phillips, P. C. B., & Perron, P. (1988). Testing for a unit root in time series regression. Biometrika, 75(2), 335–346. DOI ↗
別名ADF test, ADF unit root test, Dickey-Fuller test (augmented), Said-Dickey testPP test, PP unit root test, Phillips-Perron test, nonparametric unit root test
関連55
概要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.The Phillips-Perron (PP) test is a nonparametric unit root test for time series that corrects for serial correlation and heteroscedasticity in the error term without adding lagged differences. Introduced by Phillips and Perron (1988), it applies a kernel-based long-run variance estimator to adjust the Dickey-Fuller statistic, making it robust to a wide class of weakly dependent error processes.
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ScholarGate手法を比較: Augmented Dickey-Fuller unit root test · Phillips-Perron unit root test. 2026-06-17に以下より取得 https://scholargate.app/ja/compare