Marginal longitudinal nonparametric regression: Locality and efficiency of spline and kernel methods
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Welsh, Alan; Lin, Xihong; Carroll, Raymond
Description
We consider nonparametric regression in a longitudinal marginal model of generalized estimating equation (GEE) type with a time-varying covariate in the situation where the number of observations per subject is finite and the number of subjects is large.
| Collections | ANU Research Publications |
|---|---|
| Date published: | 2002 |
| Type: | Journal article |
| URI: | http://hdl.handle.net/1885/73225 |
| Source: | Journal of the American Statistical Association |
| DOI: | 10.1198/016214502760047014 |
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| File | Description | Size | Format | Image |
|---|---|---|---|---|
| 01_Welsh_Marginal_longitudinal_2002.pdf | 532.02 kB | Adobe PDF | Request a copy |
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