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Penalized likelihood estimation for semiparametric mixed models, with application to alcohol treatment research

  • Published:2012-07-26 Issue:2 Volume:32 Page:335-346
  • ISSN:0277-6715
  • Container-title:Statistics in Medicine
  • language:en
  • Short-container-title:Statist. Med.

Author:

Chen Jinsong1,Liu Lei1,Johnson Bankole A.2,O'Quigley John3

Affiliation:

1. Department of Preventive Medicine; Northwestern University; Chicago IL U.S.A.

2. Department of Psychiatry and Neurobehavioral Sciences; University of Virginia; Charlottesville VA U.S.A.

3. Laboratoire de Statistique Théorique et Appliquée Université Pierre et Marie Curie; Paris VI France

Funder

NIAAA

AHRQ

Publisher

Wiley

Subject

Statistics and Probability,Epidemiology

Reference31 articles.

1. Inference in generalized additive mixed models by using smoothing splines;Lin;Journal of Royal Statistical Society, Series B,1999

2. Generalized nonparametric mixed-effect models: computation and smoothing parameter selection;Gu;Journal of Computational and Graphical Statistics,2005

3. Semiparametric Regression

4. Approximate inference in generalized linear mixed models;Breslow;Journal of the American Statistical Association,1993

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