A linear mixed model for predicting a binary event from longitudinal data under random effects misspecification
Author:
Affiliation:
1. Biostatistics and Bioinformatics Branch, Division of Epidemiology, Statistics, and Prevention Research; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Bethesda MD 20892 USA
Publisher
Wiley
Subject
Statistics and Probability,Epidemiology
Link
http://onlinelibrary.wiley.com/wol1/doi/10.1002/sim.4405/fullpdf
Reference24 articles.
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2. The effects of mixture distribution misspecification when fitting mixed-effects logistic models;Neuhaus;Biometrika,1992
3. Type I and Type II error under random-effects misspecification in generalized linear mixed models;Litiere;Biometrics,2007
4. Misspecified maximum-likelihood estimates and generalized linear mixed models;Heagerty;Biometrika,2001
5. A linear mixed-effects model with heterogeneity in the random effects population;Verbeke;The Journal of the American Statistical Association,1996
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