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필립스-페론(PP) 단위근 검정×증강된 Dickey-Fuller (ADF) 단위근 검정×공적분 검정 (요한센 / 엥글-그레인저)×
분야계량경제학계량경제학계량경제학
계열Regression modelRegression modelRegression model
기원 연도198819791988
창시자Peter C. B. Phillips & Pierre PerronDavid A. Dickey & Wayne A. FullerEngle & Granger (1987); Johansen (1988)
유형Unit-root test for stationarityUnit-root test for stationarityTime-series cointegration test
원전Phillips, P. C. B., & Perron, P. (1988). Testing for a unit root in time series regression. Biometrika, 75(2), 335–346. 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 ↗Johansen, S. (1988). Statistical Analysis of Cointegration Vectors. Journal of Economic Dynamics and Control, 12(2-3), 231-254. DOI ↗
별칭PP test, Phillips-Perron unit root test, Phillips-Perron birim kök testiADF test, Dickey-Fuller test, unit root test, Genişletilmiş Dickey-Fuller testiJohansen cointegration test, Engle-Granger cointegration test, long-run equilibrium test, Eşbütünleşme Testi (Johansen/Engle-Granger)
관련445
요약The 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.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.The cointegration test examines whether non-stationary time series that each contain a unit root share a stable long-run equilibrium relationship. The single-equation residual approach was introduced by Engle and Granger (1987) and the system-based rank approach by Johansen (1988).
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