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Missing responses in generalised linear mixed models when the missing data mechanism is nonignorable
Authors:Ibrahim, Joseph G.   Chen, Ming-Hui   Lipsitz, Stuart R.
Affiliation:1 Department of Biostatistics, Harvard School of Public Health and Dana-Farber Cancer Institute, 44 Binney Street, Boston, Massachusetts 02115, U.S.Aibrahim{at}jimmy.harvard.edu 2 Department of Mathematical Sciences, Worcester Polytechnic Institute, 100 Institute Road, Worcester, Massachusetts 01609, U.S.A.mhchen{at}wpi.edu 3 Department of Biostatistics and Epidemiology, Medical University of South Carolina, 135 Rutledge Avenue, Charleston, South Carolina 29425, U.S.A. lipsitzs{at}musc.edu
Abstract:
Keywords:EM algorithm   Gibbs sampling   Maximum likelihood estimation   Missing data mechanism   Monte Carlo EM   Random effects model
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