Estimation of partially specified spatial panel data models with random-effects

Verfasser / Beitragende:
[Yuan Zhang, Guang Yang]
Ort, Verlag, Jahr:
2015
Enthalten in:
Acta Mathematica Sinica, English Series, 31/3(2015-03-01), 456-478
Format:
Artikel (online)
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024 7 0 |a 10.1007/s10114-015-3569-1  |2 doi 
035 |a (NATIONALLICENCE)springer-10.1007/s10114-015-3569-1 
245 0 0 |a Estimation of partially specified spatial panel data models with random-effects  |h [Elektronische Daten]  |c [Yuan Zhang, Guang Yang] 
520 3 |a In this article, we study estimation of a partially specified spatial panel data linear regression with random-effects. Under the conditions of exogenous spatial weighting matrix and exogenous regressors, we give an instrumental variable estimation. Under certain sufficient assumptions, we show that the proposed estimator for the finite dimensional parameter is root-N consistent and asymptotically normally distributed and the proposed estimator for the unknown function is consistent and asymptotically distributed. Consistent estimators for the asymptotic variance-covariance matrices of both the parametric and unknown components are provided. The Monte Carlo simulation results verify our theory and suggest that the approach has some practical value. 
540 |a Institute of Mathematics, Academy of Mathematics and Systems Science, Chinese Academy of Sciences, Chinese Mathematical Society and Springer-Verlag Berlin Heidelberg, 2015 
690 7 |a Spatial  |2 nationallicence 
690 7 |a panel data  |2 nationallicence 
690 7 |a partially linear  |2 nationallicence 
700 1 |a Zhang  |D Yuan  |u School of Finance and Business, Shanghai Normal University, 200234, Shanghai, P. R. China  |4 aut 
700 1 |a Yang  |D Guang  |u Department of Statistics, School of Economics, Jinan University, 510632, Guangzhou, P. R. China  |4 aut 
773 0 |t Acta Mathematica Sinica, English Series  |d Institute of Mathematics, Chinese Academy of Sciences and Chinese Mathematical Society  |g 31/3(2015-03-01), 456-478  |x 1439-8516  |q 31:3<456  |1 2015  |2 31  |o 10114 
856 4 0 |u https://doi.org/10.1007/s10114-015-3569-1  |q text/html  |z Onlinezugriff via DOI 
898 |a BK010053  |b XK010053  |c XK010000 
900 7 |a Metadata rights reserved  |b Springer special CC-BY-NC licence  |2 nationallicence 
908 |D 1  |a research-article  |2 jats 
949 |B NATIONALLICENCE  |F NATIONALLICENCE  |b NL-springer 
950 |B NATIONALLICENCE  |P 856  |E 40  |u https://doi.org/10.1007/s10114-015-3569-1  |q text/html  |z Onlinezugriff via DOI 
950 |B NATIONALLICENCE  |P 700  |E 1-  |a Zhang  |D Yuan  |u School of Finance and Business, Shanghai Normal University, 200234, Shanghai, P. R. China  |4 aut 
950 |B NATIONALLICENCE  |P 700  |E 1-  |a Yang  |D Guang  |u Department of Statistics, School of Economics, Jinan University, 510632, Guangzhou, P. R. China  |4 aut 
950 |B NATIONALLICENCE  |P 773  |E 0-  |t Acta Mathematica Sinica, English Series  |d Institute of Mathematics, Chinese Academy of Sciences and Chinese Mathematical Society  |g 31/3(2015-03-01), 456-478  |x 1439-8516  |q 31:3<456  |1 2015  |2 31  |o 10114