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パネルベクトル誤差修正モデル(パネルVECM)×パネル・グレンジャー因果性検定×
分野計量経済学計量経済学
系統Regression modelRegression model
提唱年1987–19951988–2012
提唱者Engle & Granger (1987) for VECM; Holtz-Eakin, Newey & Rosen (1988) for panel VAR extensionHoltz-Eakin, Newey & Rosen (1988); Dumitrescu & Hurlin (2012)
種類Multivariate dynamic panel modelCausality test
原典Engle, R. F., & Granger, C. W. J. (1987). Co-integration and error correction: Representation, estimation, and testing. Econometrica, 55(2), 251–276. DOI ↗Dumitrescu, E.-I., & Hurlin, C. (2012). Testing for Granger non-causality in heterogeneous panels. Economic Modelling, 29(4), 1450–1460. DOI ↗
別名Panel VECM, panel vector error correction model, PVECM, panel cointegrating VARpanel causality test, Dumitrescu-Hurlin test, heterogeneous panel causality, panel Granger test
関連55
概要Panel VECM combines vector error correction modelling with panel data, simultaneously capturing the long-run cointegrating equilibrium among multiple I(1) variables and their short-run adjustment dynamics across multiple cross-sectional units. It is the standard framework when panel variables share at least one common stochastic trend.The Panel Granger Causality test examines whether past values of one variable help predict another variable across multiple cross-sectional units observed over time. It extends the classical Granger causality framework to panel data, accounting for cross-sectional heterogeneity and enabling more powerful inference by pooling information across units.
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ScholarGate手法を比較: Panel VECM · Panel Granger Causality. 2026-06-17に以下より取得 https://scholargate.app/ja/compare