Efficient estimation of generalized nonparametric model under additive structure

Efficient estimation of generalized nonparametric model under additive structure

In this thesis, we develop novel nonparametric estimation techniques for two distinct classes of models: (1) Generalized Additive Models with Unknown Link Functions (GAMULF) and (2) Generalized Panel Data Transformation Models with Fixed Effects. Both models avoid parametric assumptions on their res...

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書目詳細資料
主要作者:	XIA, Ying
格式:	text
語言:	English
出版:	Institutional Knowledge at Singapore Management University 2023
主題:	nonparametric estimation panel data fixed effects transformation model generalized additive model Econometrics
在線閱讀:	https://ink.library.smu.edu.sg/etd_coll/493 https://ink.library.smu.edu.sg/context/etd_coll/article/1491/viewcontent/Ying_dissertation_signed.pdf
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機構:	Singapore Management University
語言:	English

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