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Robust KPSS-test för stationaritet×Augmented Dickey-Fuller (ADF) enhetsrotstest×
ÄmnesområdeEkonometriEkonometri
FamiljRegression modelRegression model
Ursprungsår1992–20041979
UpphovspersonExtension building on Kwiatkowski, Phillips, Schmidt & Shin (1992); robust variants developed by Hobijn, Franses & Ooms and othersDavid A. Dickey & Wayne A. Fuller
TypHypothesis testUnit-root test for stationarity
UrsprungskällaKwiatkowski, D., Phillips, P. C. B., Schmidt, P., & Shin, Y. (1992). Testing the null hypothesis of stationarity against the alternative of a unit root. Journal of Econometrics, 54(1-3), 159-178. DOI ↗Dickey, D. A., & Fuller, W. A. (1979). Distribution of the estimators for autoregressive time series with a unit root. Journal of the American Statistical Association, 74(366a), 427–431. DOI ↗
AliasRobust KPSS, outlier-robust stationarity test, robust LM stationarity test, KPSS with robustness correctionADF test, Dickey-Fuller test, unit root test, Genişletilmiş Dickey-Fuller testi
Närliggande24
SammanfattningThe Robust KPSS test is an extension of the classical Kwiatkowski-Phillips-Schmidt-Shin (1992) stationarity test that replaces the conventional long-run variance estimator with an outlier-robust or heteroscedasticity-robust counterpart, maintaining reliable size and power in the presence of contaminated observations, structural breaks, or non-standard error distributions.The Augmented Dickey-Fuller (ADF) test is the most widely used test for a unit root — that is, for whether a time series is non-stationary and must be differenced before modelling. Introduced by David Dickey and Wayne Fuller in 1979 and extended by Said and Dickey in 1984 to series with higher-order autocorrelation, it regresses the change in the series on its lagged level plus lagged differences and asks whether the lagged-level coefficient is zero.
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ScholarGateJämför metoder: Robust KPSS test · Augmented Dickey-Fuller Test. Hämtad 2026-06-17 från https://scholargate.app/sv/compare