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ऑग्मेंटेड डिकी-फुलर (एडीएफ) यूनिट-रूट टेस्ट×फिलिप्स-पेरॉन (पीपी) इकाई-मूल परीक्षण×
क्षेत्रअर्थमितिअर्थमिति
परिवारRegression modelRegression model
उद्भव वर्ष19791988
प्रवर्तकDavid A. Dickey & Wayne A. FullerPeter C. B. Phillips & Pierre Perron
प्रकारUnit-root test for stationarityUnit-root test for stationarity
मौलिक स्रोतDickey, 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 ↗Phillips, P. C. B., & Perron, P. (1988). Testing for a unit root in time series regression. Biometrika, 75(2), 335–346. DOI ↗
उपनामADF test, Dickey-Fuller test, unit root test, Genişletilmiş Dickey-Fuller testiPP test, Phillips-Perron unit root test, Phillips-Perron birim kök testi
संबंधित44
सारांशThe 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 Phillips-Perron test, proposed by Peter Phillips and Pierre Perron in 1988, tests for a unit root in a time series, like the Augmented Dickey-Fuller test, but corrects for autocorrelation and heteroskedasticity in the errors non-parametrically rather than by adding lagged differences. It runs a simple Dickey-Fuller regression and then adjusts the test statistic using a long-run variance estimate, so the practitioner need not choose a lag length for the regression itself.
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