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Linganisha mbinu

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Kikokotozi cha Dynamic Ordinary Least Squares (DOLS)×Msimamizi wa Wastani Ulioongezwa (Augmented Mean Group - AMG)×Vipimo vya Kointergesheni ya Paneli (Pedroni, Kao, Westerlund)×
NyanjaEkonometrikiEkonometrikiEkonometriki
FamiliaRegression modelRegression modelRegression model
Mwaka wa asili199320102004
MwanzilishiStock & Watson (1993); panel extension Kao & Chiang (2001)Eberhardt & Teal; Bond & EberhardtPedroni; Kao; Westerlund
AinaCointegrating regression estimatorHeterogeneous panel data estimatorPanel cointegration test
Chanzo asiliaStock, J. H. & Watson, M. W. (1993). A Simple Estimator of Cointegrating Vectors in Higher Order Integrated Systems. Econometrica, 61(4), 783–820. DOI ↗Eberhardt, M. & Teal, F. (2010). Productivity Analysis in Global Manufacturing Production. Economics Series Working Papers, No. 515, University of Oxford. link ↗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 ↗
Majina mbadalaDOLS, Stock-Watson dynamic OLS, dynamic least squares cointegration estimator, Dinamik OLS (DOLS)AMG estimator, augmented mean group, Artırılmış Ortalama Grup Tahmincisi (AMG)Pedroni cointegration test, Kao cointegration test, Westerlund cointegration test, panel long-run equilibrium tests
Zinazohusiana543
MuhtasariDynamic OLS is a cointegrating-regression estimator introduced by Stock and Watson (1993) that recovers the long-run relationship between I(1) variables. It augments the static regression with leads and lags of the differenced regressors, correcting endogeneity bias parametrically so that the long-run coefficient can be estimated by ordinary least squares.The Augmented Mean Group estimator, developed by Eberhardt and Teal (2010), is a panel data method for estimating heterogeneous slope coefficients in the presence of cross-sectional dependence. It approximates the unobserved common dynamic process driving all units and folds it into unit-by-unit regressions, then averages the results.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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ScholarGateLinganisha mbinu: Dynamic OLS · Augmented Mean Group Estimator · Panel Cointegration Tests. Imepatikana 2026-06-19 kutoka https://scholargate.app/sw/compare