Ontology highlight
ABSTRACT:
SUBMITTER: Li K
PROVIDER: S-EPMC6294314 | biostudies-literature | 2019 Jan
REPOSITORIES: biostudies-literature
Computational statistics & data analysis 20180816
A multivariate functional joint model framework is proposed which enables the repeatedly measured functional outcomes, scalar outcomes, and survival process to be modeled simultaneously while accounting for association among the multiple (functional and scalar) longitudinal and survival processes. This data structure is increasingly common across medical studies of neurodegenerative diseases and is exemplified by the motivating Alzheimer's Disease Neuroimaging Initiative (ADNI) study, in which s ...[more]