Bias-corrected GEE estimation and smooth-threshold GEE variable selection for single-index models with clustered data
In this paper, we present an estimation approach based on generalized estimating equations and a variable selection procedure for single-index models when the observed data are clustered. Unlike the case of independent observations, bias-correction is necessary when general working correlation matri...
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| Main Authors: | , , |
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| Other Authors: | |
| Format: | Article |
| Language: | English |
| Published: |
2013
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| Subjects: | |
| Online Access: | https://hdl.handle.net/10356/98050 http://hdl.handle.net/10220/17499 |
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| Institution: | Nanyang Technological University |
| Language: | English |