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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| Format: | text |
| Language: | English |
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Institutional Knowledge at Singapore Management University
2023
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| Online Access: | 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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| Institution: | Singapore Management University |
| Language: | English |