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Marginal longitudinal semiparametric regression via penalized splines

We study the marginal longitudinal nonparametric regression problem and some of its semiparametric extensions. We point out that, while several elaborate proposals for efficient estimation have been proposed, a relative simple and straightforward one, based on penalized splines, has not. After descr...

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Bibliografiske detaljer
Main Authors: Kadiri, M. Al, Carroll, R.J., Wand, M.P.
Format: Artigo
Sprog:Inglês
Udgivet: 2010
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC2964941/
https://ncbi.nlm.nih.gov/pubmed/21037941
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.spl.2010.04.002
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