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Marginal longitudinal nonparametric regression: Locality and efficiency of spline and kernel methods

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.

CollectionsANU 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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