Estimation of Partially Specified Dynamic Spatial Panel Data Models with Fixed-Effects.
This paper studies estimation of a partially specified spatial panel data linear regression with fixed-effects. Under the assumption of strictly exogenous regressors and strictly exogenous spatial weighting matrix, the unknown parameter is estimated by applying the instrumental variable estimation. Under some sufficient conditions, the proposed estimator for the finite dimensional parameter is shown to be root-N consistent and asymptotically normally distributed; The proposed estimator for the unknown function is shown to be consistent and asymptotically distributed as well, though at a rate slower than root-N. Consistent estimators for the asymptotic variance-covariance matrices of both estimators are provided. The results can be generalized to several spatial weighting matrice and spatial matrix which vary with time. The simulation results suggest that the proposed approach has some practical value.
School of Finance and Business, Shanghai Normal University, No.100 Guilin Rd. Shanghai, 200234, P. R. China; Key Laboratory of Mathematical Economics (SUFE), Ministry of Education, Shanghai 200433, P. R. China; School of Statistics and Management, Shanghai University of Finance and Economics, Shanghai, 200433, P. R. China.
Yuanqing
Y
Zhang
Dynamic; Panel Data; Partially Linear; Spatial