A new mixed‐effects mixture model for constrained longitudinal data

Volume: 39, Issue: 2, Pages: 129 - 145
Published: Nov 21, 2019
Abstract
Biomedical research often features continuous responses bounded by the interval [0, 1]. The well-known beta regression model addresses the constrained nature of these data, while its augmented and mixed-effects variants can address the presence of zeros and/or ones and longitudinal or clustered response values, respectively. However, these models are not robust to the presence of outliers and/or excessive number of observations near the tails....
Paper Details
Title
A new mixed‐effects mixture model for constrained longitudinal data
Published Date
Nov 21, 2019
Volume
39
Issue
2
Pages
129 - 145
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