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सुदृढ़ जोहानसेन सह-एकीकरण परीक्षण×Robust Engle-Granger Cointegration Test का सुदृढ़ रूपांतर×
क्षेत्रअर्थमितिअर्थमिति
परिवारRegression modelRegression model
उद्भव वर्ष1988–20101987 (base); robust variants 2000s–2020s
प्रवर्तकJohansen (1988, 1991); robust extensions by Cavaliere, Rahbek, Taylor (2010) and othersEngle & Granger (1987); robust extensions by subsequent authors including Hao & Shaffer and others
प्रकारCointegration rank test (robust variant)Cointegration test
मौलिक स्रोतJohansen, S. (1991). Estimation and Hypothesis Testing of Cointegration Vectors in Gaussian Vector Autoregressive Models. Econometrica, 59(6), 1551–1580. DOI ↗Engle, R. F., & Granger, C. W. J. (1987). Co-integration and error correction: Representation, estimation, and testing. Econometrica, 55(2), 251–276. DOI ↗
उपनामoutlier-robust Johansen test, robust trace test, robust maximum eigenvalue test, robust cointegration rank testrobust EG cointegration, outlier-robust cointegration test, robust two-step cointegration, robust EG test
संबंधित55
सारांशThe Robust Johansen Cointegration test extends the classical Johansen (1988, 1991) likelihood-ratio framework for determining the cointegrating rank of a multivariate I(1) system to settings where standard Gaussian assumptions fail — in particular when the data exhibit outliers, fat-tailed innovations, or conditional heteroskedasticity. Robust modifications adjust residuals, re-weight observations, or bootstrap critical values so that rank inference remains valid under these violations.The Robust Engle-Granger cointegration test adapts the classic two-step Engle-Granger procedure to withstand outliers, heavy-tailed error distributions, and additive noise that can severely distort standard residual-based cointegration inference. By substituting robust regression and robust unit-root testing for classical OLS and ADF steps, it yields reliable conclusions about long-run equilibrium relationships even when the data contain anomalous observations.
ScholarGateडेटासेट
  1. v1
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  3. PUBLISHED
  1. v1
  2. 2 स्रोत
  3. PUBLISHED

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ScholarGateविधियों की तुलना करें: Robust Johansen Cointegration · Robust Engle-Granger Cointegration. 2026-06-18 को यहाँ से प्राप्त https://scholargate.app/hi/compare