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非线性恩格尔-格兰杰协整×Johansen协整检验与向量误差修正模型×
领域计量经济学金融学
方法族Regression modelRegression model
起源年份1998-20061991
提出者Kapetanios, Shin & Snell; Enders & GrangerSøren Johansen
类型Cointegration testMultivariate cointegration / vector error correction model
开创性文献Kapetanios, G., Shin, Y., & Snell, A. (2006). Testing for cointegration in nonlinear smooth transition error correction models. Econometric Theory, 22(2), 279-303. DOI ↗Johansen, S. (1991). Estimation and Hypothesis Testing of Cointegration Vectors in Gaussian Vector Autoregressive Models. Econometrica, 59(6), 1551-1580. DOI ↗
别名nonlinear cointegration, threshold cointegration, KSS cointegration, ESTAR cointegrationJohansen test, VECM, vector error correction model, multivariate cointegration
相关33
摘要Nonlinear Engle-Granger cointegration extends the classical two-step Engle-Granger procedure to detect long-run equilibria where adjustment toward the equilibrium is nonlinear — for example, faster above than below a threshold, or governed by a smooth transition mechanism. It is widely applied in financial economics, purchasing power parity tests, and commodity price analysis.The Johansen procedure is a multivariate cointegration framework, introduced by Søren Johansen in 1991, that tests for long-run equilibrium relationships among several I(1) time series. It determines how many cointegrating vectors link the series and then builds a Vector Error Correction Model (VECM) to describe the short-run dynamics around that equilibrium.
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  3. PUBLISHED

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ScholarGate方法对比: Nonlinear Engle-Granger Cointegration · Johansen Cointegration Test. 于 2026-06-18 检索自 https://scholargate.app/zh/compare