Simultaneous fixed and random effects selection in finite mixtures of linear mixed-effects models

Linear mixed-effects (LME) models are frequently used for modeling longitudinal data. One complicating factor in the analysis of such data is that samples are sometimes obtained from a population with significant underlying heterogeneity, which would be hard to capture by a single LME model. Such pr...

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Bibliographic Details
Main Author: Du, Ye Ting
Other Authors: Abbas Khalili Mahmoudabadi (Internal/Supervisor)
Format: Others
Language:en
Published: McGill University 2012
Subjects:
Online Access:http://digitool.Library.McGill.CA:80/R/?func=dbin-jump-full&object_id=110592