ScholarGate
Asistent

Compară metode

Examinează metodele selectate una lângă alta; rândurile care diferă sunt evidențiate.

Testul Augmented Dickey-Fuller (ADF) pentru rădăcină unitară×Testul de staționaritate KPSS×Testul Zivot-Andrews pentru rădăcină unitară cu o singură ruptură structurală×
DomeniuEconometrieEconometrieEconometrie
FamilieRegression modelRegression modelHypothesis test
Anul apariției197919921992
Autorul originalDavid A. Dickey & Wayne A. FullerKwiatkowski, Phillips, Schmidt & ShinEric Zivot & Donald Andrews
TipUnit-root test for stationarityStationarity test (reverse of unit-root tests)Sequential unit-root test with endogenous break-point selection
Sursa seminalăDickey, 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 ↗Kwiatkowski, 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 ↗Zivot, E., & Andrews, D. W. K. (1992). Further evidence on the great crash, the oil-price shock, and the unit-root hypothesis. Journal of Business & Economic Statistics, 10(3), 251–270. DOI ↗
Denumiri alternativeADF test, Dickey-Fuller test, unit root test, Genişletilmiş Dickey-Fuller testiKwiatkowski-Phillips-Schmidt-Shin test, stationarity test, KPSS durağanlık testiZA Test, Zivot-Andrews Break Test, Endogenous Break Unit-Root Test, Zivot-Andrews Birim Kök Testi
Înrudite443
RezumatThe 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.The KPSS test, introduced by Kwiatkowski, Phillips, Schmidt and Shin in 1992, tests the null hypothesis that a series is stationary against the alternative that it contains a unit root — the reverse of the ADF and Phillips-Perron tests. By flipping the burden of proof, it is designed to be used alongside unit-root tests so that the two can confirm one another and expose ambiguous, borderline cases.The Zivot-Andrews (ZA) test, introduced by Eric Zivot and Donald Andrews in 1992, is a sequential unit-root test that allows for a single structural break at an unknown date. It extends the augmented Dickey-Fuller framework by endogenously selecting the break point that provides the strongest evidence against the unit-root null hypothesis, making it particularly useful for macroeconomic and financial time series that may have been disrupted by events such as policy changes, financial crises, or supply shocks.
ScholarGateSet de date
  1. v1
  2. 2 Surse
  3. PUBLISHED
  1. v1
  2. 1 Surse
  3. PUBLISHED
  1. v1
  2. 1 Surse
  3. PUBLISHED

Mergi la căutare Descarcă prezentarea

ScholarGateCompară metode: Augmented Dickey-Fuller Test · KPSS Test · Zivot-Andrews Test. Preluat la 2026-06-19 de pe https://scholargate.app/ro/compare