方法证据记录
System GMM
System GMM is a generalized method of moments estimator for dynamic panel models that contain a lagged dependent variable. Introduced by Blundell and Bond (1998), building on Arellano and Bover, it augments the differenced equation of the earlier difference GMM (Arellano-Bond) with the equation in levels to deliver consistent estimates when N is large and T is small.
源记录
引文逐字复制自方法源记录。这些引文不代表任何层级的验证。
System Generalized Method of Moments Estimator (Arellano-Bover / Blundell-Bond)
分类方法记录 · regression-model / econometrics
- Arellano, M. & Bond, S. (1991). Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations. Review of Economic Studies, 58(2), 277-297. · DOI 10.2307/2297968
- Blundell, R. & Bond, S. (1998). Initial Conditions and Moment Restrictions in Dynamic Panel Data Models. Journal of Econometrics, 87(1), 115-143. · DOI 10.1016/S0304-4076(98)00009-8
- Roodman, D. (2009). How to Do xtabond2: An Introduction to Difference and System GMM in Stata. Stata Journal, 9(1), 86-136. · DOI 10.1177/1536867X0900900106
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