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非線形VARモデル×ベクトル誤差修正モデル(VECM)×
分野計量経済学計量経済学
系統Regression modelRegression model
提唱年1990s–2000s1987
提唱者Tsay (1998); Krolzig (1997); Tong (1990) for threshold frameworkRobert F. Engle and Clive W. J. Granger
種類Multivariate nonlinear time series modelMultivariate time-series model
原典Tsay, R. S. (1998). Testing and modeling multivariate threshold models. Journal of the American Statistical Association, 93(443), 1188–1202. DOI ↗Engle, R. F., & Granger, C. W. J. (1987). Co-integration and error correction: Representation, estimation, and testing. Econometrica, 55(2), 251–276. DOI ↗
別名NLVAR, nonlinear vector autoregression, threshold VAR, TVARVECM, error correction VAR, cointegrated VAR, vector equilibrium correction model
関連45
概要The Nonlinear VAR (NLVAR) model extends the standard vector autoregression by allowing the dynamic relationships among multiple time series to switch or change smoothly depending on an observed threshold variable, a latent regime state, or a smooth transition function. It is used when economic systems exhibit asymmetric responses, regime shifts, or state-dependent dynamics that a linear VAR cannot capture.The Vector Error Correction Model extends the Vector Autoregression (VAR) framework to a system of variables that share one or more long-run equilibrium relationships. It jointly models short-run dynamics and the speed at which each variable corrects back toward equilibrium after a shock, making it the standard tool for analysing cointegrated multivariate time series.
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ScholarGate手法を比較: Nonlinear VAR Model · Vector Error Correction Model. 2026-06-15に以下より取得 https://scholargate.app/ja/compare