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Three-part joint modeling methods for complex functional data mixed with zero-and-one inflated proportions and zero inflated continuous outcomes with skewness

We take a functional data approach to longitudinal studies with complex bivariate outcomes. This work is motivated by data from a physical activity study that measured two responses over time in five-minute intervals. One response is the proportion of time active in each interval, a continuous propo...

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Bibliographic Details
Published in:Stat Med
Main Authors: Li, Haocheng, Staudenmayer, John, Wang, Tianying, Kozey Keadle, Sarah, Carroll, Raymond J.
Format: Artigo
Language:Inglês
Published: 2017
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC5772010/
https://ncbi.nlm.nih.gov/pubmed/29052239
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/sim.7534
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