JSM 2011 Online Program

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Abstract Details

Activity Number: 245
Type: Contributed
Date/Time: Monday, August 1, 2011 : 2:00 PM to 3:50 PM
Sponsor: ENAR
Abstract - #303022
Title: Tests of Separate Hypotheses for the Linear Mixed Model
Author(s): Che Smith*+ and Lloyd J. Edwards
Companies: The University of North Carolina at Chapel Hill and The University of North Carolina at Chapel Hill
Address: 3101 McGavran-Greenberg, Chapel Hill, NC, 27599-7420,
Keywords: bootstrap ; information criterion ; model selection ; non-nested models ; statistical computing
Abstract:

In model selection, comparisons between linear mixed effects models with non nested fixed effects have been underexplored. We compare the performance of a Cox Test of Separate Hypotheses with the Extended Information Criterion to select between two candidate repeated measurement models arising from both real and simulated data. Other cases of non nested models are addressed, including the comparison of linear vs. nonlinear mixed effects models.


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