Efficient estimation of non parametric simultaneous equations models | |
Tu, Y. | |
2017 | |
关键词 | Instrumental variables local polynomial regression non parametric additive models structural models NONPARAMETRIC REGRESSION-MODELS |
英文摘要 | This paper defines a new procedure to efficiently estimate non parametric simultaneous equations models. The proposed estimation procedure exploits the additive structure and achieves oracle efficiency without the knowledge of unobserved error terms. Furthermore, simulation results show that our new estimator outperforms the existing estimator in terms of mean squared error.; National Natural Science Foundation of China [71472007]; SCI(E); SSCI; ARTICLE; 7; 3411-3416; 46 |
语种 | 英语 |
出处 | SCI |
出版者 | COMMUNICATIONS IN STATISTICS-THEORY AND METHODS |
内容类型 | 其他 |
源URL | [http://hdl.handle.net/20.500.11897/469505] |
专题 | 数学科学学院 |
推荐引用方式 GB/T 7714 | Tu, Y.. Efficient estimation of non parametric simultaneous equations models. 2017-01-01. |
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