How to Do xtabond2

作者: David Roodman

DOI:

关键词:

摘要: xtabond2 may hold the record among user-written Stata modules for most confused users (and perhaps most-confused too). In this presentation, I motivate and describe, in pedagogic fashion, Arellano-Bond Blundell-Bond linear GMM dynamic panel estimators, drawing lessons from a steady stream of correspondence with users. And provide an overview how to implement them xtabond2. first introduce as extension OLS. Then describe limited time span, potential fixed effects, endogeneity, dangers bias all shape these estimators—in particular, their use differences, lags instruments, GMM. explain commands should be constructed, particular attention various options sub-options controlling instrument matrix construction. discuss need limit number instruments doing so.

参考文章(13)
Clive G Bowsher, On testing overidentifying restrictions in dynamic panel data models Economics Letters. ,vol. 77, pp. 211- 220 ,(2002) , 10.1016/S0165-1765(02)00130-1
Manuel Arellano, Stephen Bond, Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations. The Review of Economic Studies. ,vol. 58, pp. 277- 297 ,(1991) , 10.2307/2297968
T.W. Anderson, Cheng Hsiao, Formulation and estimation of dynamic models using panel data Journal of Econometrics. ,vol. 18, pp. 47- 82 ,(1982) , 10.1016/0304-4076(82)90095-1
Lars Peter Hansen, Large Sample Properties of Generalized Method of Moments Estimators. Econometrica. ,vol. 50, pp. 1029- 1054 ,(1982) , 10.2307/1912775
Manuel Arellano, Olympia Bover, Another look at the instrumental variable estimation of error-components models Journal of Econometrics. ,vol. 68, pp. 29- 51 ,(1995) , 10.1016/0304-4076(94)01642-D
J. D. Sargan, THE ESTIMATION OF ECONOMIC RELATIONSHIPS USING INSTRUMENTAL VARIABLES Econometrica. ,vol. 26, pp. 393- ,(1958) , 10.2307/1907619
Douglas Holtz-Eakin, Whitney Newey, Harvey S. Rosen, Estimating vector autoregressions with panel data Econometrica. ,vol. 56, pp. 1371- 1395 ,(1988) , 10.2307/1913103
Maria Carkovic, Ross E. Levine, Does Foreign Direct Investment Accelerate Economic Growth Social Science Research Network. ,(2002) , 10.2139/SSRN.314924
Richard Blundell, Stephen Bond, Initial conditions and moment restrictions in dynamic panel data models Journal of Econometrics. ,vol. 87, pp. 115- 143 ,(1998) , 10.1920/WP.IFS.1995.9517
Christopher F. Baum, Mark E. Schaffer, Steven Stillman, Instrumental Variables and GMM: Estimation and Testing The Stata Journal: Promoting communications on statistics and Stata. ,vol. 3, pp. 1- 31 ,(2003) , 10.1177/1536867X0300300101