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 2 responses over time in 5-minute intervals. One response is the proportion of time active in each interval, a continuous proportion...

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Detalles Bibliográficos
Publicado en:Statistics in Medicine Vol. 37; no. 4; pp. 611 - 627
Autores principales: Li, Haocheng, Staudenmayer, John, Wang, Tianying, Keadle, Sarah Kozey, Carroll, Raymond J.
Formato: research Journal Article
Publicado: Wiley-Blackwell 2/20/2018
Acceso en línea:Ver este registro en EBSCOhost