Bayesian Covariate-Dependent Circadian Modeling of Rest-Activity Rhythms

Beniamino Hadj-Amar, Vaishnav Krishnan, Marina Vannucci

We propose a Bayesian covariate-dependent anti-logistic circadian model for analyzing activity data collected via wrist-worn wearable devices. The proposed approach integrates cova…