方法证据记录
Difference GMM
Difference GMM, introduced by Arellano and Bond (1991), estimates dynamic panel data models by first-differencing the equation to remove fixed effects, then using lagged levels of the endogenous variables as GMM instruments. It is the standard approach when a lagged dependent variable or other endogenous regressors are present in a panel with many units and few time periods.
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。
First-Differenced Generalized Method of Moments Estimator
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
- 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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