Instrumental variable estimation of semiparametric dynamic panel data models: Monte Carlo results on several new and existing estimators

We consider the problem of instrumental variable estimation of semipara-metric dynamic panel data models. We propose several new semiparametric instrumental variable estimators for estimating a dynamic panel data model. Monte Carlo experiments show that the new estimators perform much better than the estimators suggested by Li & Stengos (1996) and Li & Ullah (1998).

[1]  Qi Li,et al.  SEMIPARAMETRIC ESTIMATION OF PARTIALLY LINEAR PANEL DATA MODELS , 1996 .

[2]  Tom Wansbeek,et al.  A simple way to obtain the spectral decomposition of variance components models for balanced data , 1982 .

[3]  Cheng Hsiao,et al.  Estimation of Dynamic Models with Error Components , 1981 .

[4]  M. Arellano,et al.  Another look at the instrumental variable estimation of error-components models , 1995 .

[5]  T. Wansbeek,et al.  A Note on Spectral Decomposition and Maximum Likelihood Estimation in ANOVA Models with Balanced Data , 1983 .

[6]  B. Baltagi,et al.  Econometric Analysis of Panel Data , 2020, Springer Texts in Business and Economics.

[7]  M. Pesaran,et al.  Estimating Long-Run Relationships From Dynamic Heterogeneous Panels , 1995 .

[8]  P. Robinson ROOT-N-CONSISTENT SEMIPARAMETRIC REGRESSION , 1988 .

[9]  Stephen G. Donald,et al.  Series estimation of semilinear models , 1994 .

[10]  Patrick Sevestre,et al.  The Econometrics of Panel Data , 1993 .

[11]  A. A. Weiss,et al.  Semiparametric estimates of the relation between weather and electricity sales , 1986 .

[12]  Peter Schmidt,et al.  Efficient estimation of models for dynamic panel data , 1995 .

[13]  Cheng Hsiao,et al.  Analysis of Panel Data , 1987 .

[14]  Qi Li,et al.  Estimating partially linear panel data models with one-way error components , 1998 .

[15]  Badi H. Baltagi,et al.  Pooled estimators vs. their heterogeneous counterparts in the context of dynamic demand for gasoline , 1997 .

[16]  Cheng Hsiao,et al.  Testing serial correlation in semiparametric panel data models , 1998 .

[17]  Jan F. Kiviet,et al.  On bias, inconsistency and efficiency of various estimators in dynamic panel data models , 1995 .

[18]  H. White Asymptotic theory for econometricians , 1985 .

[19]  J. Stock Nonparametric Policy Analysis , 1989 .

[20]  Qi Li,et al.  On the root-N-consistent semiparametric estimation of partially linear models , 1996 .