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完全修正OLS (FMOLS) 估计量×面板协整检验(Pedroni、Kao、Westerlund)×
领域计量经济学计量经济学
方法族Regression modelRegression model
起源年份19902004
提出者Phillips & Hansen (time series); Pedroni (heterogeneous panels)Pedroni; Kao; Westerlund
类型Cointegrating regression estimatorPanel cointegration test
开创性文献Phillips, P. C. B. & Hansen, B. E. (1990). Statistical Inference in Instrumental Variables Regression with I(1) Processes. Review of Economic Studies, 57(1), 99–125. DOI ↗Pedroni, P. (2004). Panel Cointegration: Asymptotic and Finite Sample Properties of Pooled Time Series Tests with an Application to the PPP Hypothesis. Econometric Theory, 20(3), 597–625. DOI ↗
别名fully modified OLS, Phillips-Hansen FMOLS, Tam Düzeltilmiş OLS (FMOLS)Pedroni cointegration test, Kao cointegration test, Westerlund cointegration test, panel long-run equilibrium tests
相关53
摘要Fully Modified OLS, introduced by Phillips and Hansen (1990), estimates the long-run coefficients of a cointegrating relationship among I(1) variables. It applies a semi-parametric correction to ordinary least squares to remove the bias that endogeneity and serial correlation otherwise induce in cointegrated time series or panel data.Panel cointegration tests check whether a set of integrated variables share a stable long-run equilibrium relationship across a panel of cross-sectional units. Pedroni (1999, 2004) provides heterogeneous-panel tests with seven statistics, Kao (1999) gives an ADF-based homogeneous-panel test, and Westerlund (2007) adds error-correction-based tests robust to structural breaks and cross-sectional dependence.
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ScholarGate方法对比: FMOLS Estimator · Panel Cointegration Tests. 于 2026-06-18 检索自 https://scholargate.app/zh/compare