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計算可能性一般均衡(CGE)モデル×最小二乗法 (OLS) 回帰×パネルデータ固定効果モデル×ベクトル自己回帰(VAR)モデル×
分野計量経済学計量経済学計量経済学計量経済学
系統Regression modelRegression modelRegression modelRegression model
提唱年2002201920142005
提唱者Lofgren, Harris & Robinson (standard IFPRI CGE model in GAMS); Walrasian general equilibrium theoryWooldridge (textbook treatment); classical least squaresHsiao (textbook treatment); within transformation of panel dataLütkepohl (textbook treatment); Sims (1980) macroeconometric tradition
種類Numerical general equilibrium modelLinear regressionPanel data regressionMultivariate time-series model
原典Lofgren, H., Harris, R.L. & Robinson, S. (2002). A Standard Computable General Equilibrium (CGE) Model in GAMS. IFPRI Microcomputers in Policy Research, 5. link ↗Wooldridge, J. M. (2019). Introductory Econometrics: A Modern Approach (7th ed.). Cengage Learning. ISBN: 978-1337558860Hsiao, C. (2014). Analysis of Panel Data (3rd ed.). Cambridge University Press. DOI ↗Lütkepohl, H. (2005). New Introduction to Multiple Time Series Analysis. Springer. DOI ↗
別名computable general equilibrium, applied general equilibrium model, Hesaplanabilir Genel Denge Modeli (CGE)ordinary least squares, classical linear regression, linear regression, en küçük kareler regresyonufixed effects model, within estimator, panel fixed-effects regression, Panel Veri — Sabit Etkiler Modelivector autoregression, VAR, VAR Modeli (Vektör Otoregresyon), vektör otoregresyon
関連3554
概要A Computable General Equilibrium model is a numerical equilibrium framework that represents the input-output relationships among all sectors, factors of production, households, and foreign trade in an economy through a Social Accounting Matrix (SAM). Grounded in Walrasian general equilibrium theory and formalised in the standard IFPRI model of Lofgren, Harris and Robinson (2002), it simulates the economy-wide effects of policy shocks such as tax reform, trade liberalisation, or environmental policy.Ordinary Least Squares is the classical linear regression method that explains a continuous outcome as a linear combination of predictors. It estimates the coefficients by minimising the sum of squared residuals, and under the Gauss-Markov assumptions these estimates are the best linear unbiased estimator (BLUE).The Panel Data Fixed Effects model estimates relationships from panel data (the same units observed over several time periods) while controlling for unit- and/or time-specific effects, supporting causal inference. It is developed as the within estimator in standard treatments such as Hsiao's Analysis of Panel Data (2014).Vector Autoregression is a multivariate time-series model that treats several interdependent series symmetrically, letting each variable depend on its own past values and the past values of all the others. It is the standard tool for capturing mutual causality and joint dynamics, developed in the modern multiple-time-series tradition treated by Lütkepohl (2005).
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ScholarGate手法を比較: CGE Model · OLS Regression · Panel Fixed Effects · VAR Model. 2026-06-17に以下より取得 https://scholargate.app/ja/compare