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Nonparametric Estimation Of Varying Coefficient Dynamic Panel Data Models

id：1966 时间：20131014 状态：published 点击数：
作者Zongwu Cai, Qi Li
正文We suggest using a class of semiparametric dynamic panel data models to capture individual variations in panel data. The model assumes linearity in some continu ous/discrete variables which can be exogenous/endogenous, and allows for nonlinearity in other weakly exogenous variables. We propose a nonparametric generalized method of moments (NPGMM) procedure to estimate the functional coefficients, and we establish the consistency and asymptotic normality of the resulting estimators.
JEL-Codes：C13; C14; C33
关键词：Local linear fitting; generalized method of moments; instrumental variables; panel data; varying coefficient model.
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