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Robust Phillips-Perron (PP) enhedsrodstest×Robust Augmented Dickey-Fuller Unit Root Test×
FagområdeØkonometriØkonometri
FamilieRegression modelRegression model
Oprindelsesår1988 (base); 2000s–2010s (robust extensions)1996-2001
OphavspersonPhillips & Perron (1988); robustification by Cavaliere & Taylor (2008) and related authorsNg and Perron (2001); Elliott, Rothenberg, and Stock (1996)
TypeUnit root / stationarity testUnit root / stationarity test
Oprindelig kildePhillips, P. C. B., & Perron, P. (1988). Testing for a unit root in time series regression. Biometrika, 75(2), 335–346. DOI ↗Ng, S., and Perron, P. (2001). Lag length selection and the construction of unit root tests with good size and power. Econometrica, 69(6), 1519-1554. DOI ↗
Aliasserrobust Phillips-Perron test, heteroskedasticity-robust PP test, nonparametric robust unit root test, robust PProbust ADF test, HAC-corrected ADF, heteroscedasticity-robust unit root test, GLS-detrended ADF
Relaterede66
ResuméThe Robust Phillips-Perron unit root test extends the classical PP test by applying corrections — such as heteroskedasticity-consistent covariance estimation or wild-bootstrap critical values — that maintain valid inference when the error variance of a time series is non-constant or exhibits unconditional heteroskedasticity, conditions under which the standard PP test is severely size-distorted.The Robust ADF unit root test extends the classical ADF procedure with improvements that correct for size distortions arising from heteroscedastic or serially correlated errors, and from poor lag-length selection. Drawing on GLS detrending (Elliott, Rothenberg, and Stock 1996) and modified information criteria (Ng and Perron 2001), it delivers reliable size and power in the presence of non-standard error processes common in macroeconomic and financial time series.
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ScholarGateSammenlign metoder: Robust PP Unit Root Test · Robust ADF Unit Root Test. Hentet 2026-06-15 fra https://scholargate.app/da/compare