Semiparametric analysis of regression models for longitudinal data
In this thesis, we investigate new methods, extending the marginal and mixed effects models to deal with more practical and complicated cases in longitudinal data. First, to analyze the longitudinal data with large number of covariates, we propose a regularized QIF incorporating regularization tech...
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| Format: | Theses and Dissertations |
| Language: | English |
| Published: |
2013
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| Online Access: | https://hdl.handle.net/10356/54876 |
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| Institution: | Nanyang Technological University |
| Language: | English |