A nonparametric random effects estimator

被引:31
作者
Henderson, DJ [1 ]
Ullah, A
机构
[1] SUNY Binghamton, Dept Econ, Binghamton, NY 13902 USA
[2] Univ Calif Riverside, Dept Econ, Riverside, CA USA
关键词
nonparametric; random effects; kernel;
D O I
10.1016/j.econlet.2005.05.005
中图分类号
F [经济];
学科分类号
02 ;
摘要
This paper proposes feasible nonparametric random effects estimators. Specifically, we propose feasible versions of the two estimators in Lin and Carroll (2000) [Lin, X. and R. J. Carroll, 2000, Nonparametric function estimation for clustered data when the predictor is measured without/with error, Journal of the American Statistical Association 95, 520-534] and a modified version of the estimator in Ullah and Roy (1998) [Ullah, A. and N. Roy, 1998, Nonparametric and semiparametric econometrics of panel data, in: A. Ullah and D. E. A. Giles, eds., Handbook of Apllied Economics Statistics, Vol. 1 (Marcel Dekker, New York) 579-604.]. Further, the consistency properties of these estimators are established. (c) 2005 Elsevier B.V. All rights reserved.
引用
收藏
页码:403 / 407
页数:5
相关论文
共 11 条
[1]  
[Anonymous], EC ANAL PANEL DATA
[2]  
Berg MD, 2000, ADV ECONOMETRICS, V15, P297
[3]   VARIABLE BANDWIDTH AND LOCAL LINEAR-REGRESSION SMOOTHERS [J].
FAN, JQ ;
GIJBELS, I .
ANNALS OF STATISTICS, 1992, 20 (04) :2008-2036
[4]  
Kniesner T. J., 2002, EMPIR ECON, V27, P131
[5]   A simple consistent bootstrap test for a parametric regression function [J].
Li, Q ;
Wang, SJ .
JOURNAL OF ECONOMETRICS, 1998, 87 (01) :145-165
[6]  
Li Q, 2000, ANN ECON FINANC, V1, P337
[7]   Nonparametric function estimation for clustered data when the predictor is measured without/with error [J].
Lin, XH ;
Carroll, RJ .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2000, 95 (450) :520-534
[8]  
MUKHERJEE D, 2003, UNPUB SEMIPARAMETRIC
[9]  
Pagan A., 1999, NONPARAMETRIC ECONOM
[10]  
Porter J., 1996, THESIS MIT