Nonparametric estimation of varying coefficient dynamic panel data models | |
Cai, Zongwu ; Li, Qi ; Cai ZW(蔡宗武) | |
2008-10 | |
关键词 | NONLINEAR TIME-SERIES SEMIPARAMETRIC ESTIMATION REGRESSION-MODELS INFERENCE |
英文摘要 | Conference Name:11th International Conference on Panel Data. Conference Address: College Stn, TX. Time:JUN, 2004.; We suggest using a class of semiparametric dynamic panel data models to capture individual variations in panel data. The model assumes linearity in some continuous/discrete variables that 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. |
语种 | 英语 |
出处 | http://dx.doi.org/10.1017/S0266466608080523 |
出版者 | ECONOMET THEOR |
内容类型 | 其他 |
源URL | [http://dspace.xmu.edu.cn/handle/2288/85919] |
专题 | 王亚南院-会议论文 |
推荐引用方式 GB/T 7714 | Cai, Zongwu,Li, Qi,Cai ZW. Nonparametric estimation of varying coefficient dynamic panel data models. 2008-10-01. |
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