Bayesian Covariate-Dependent Circadian Modeling of Rest-Activity Rhythms

We propose a Bayesian covariate-dependent anti-logistic circadian model for analyzing activity data collected via wrist-worn wearable devices. The proposed approach integrates covariates into the modeling of the amplitude and phase parameters, facilitating cohort-level analysis with enhanced flexibi...

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Bibliographic Details
Main Authors: Beniamino Hadj-Amar, Vaishnav Krishnan, Marina Vannucci
Format: Article
Language:English
Published: Taylor & Francis Group 2025-12-01
Series:Data Science in Science
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Online Access:https://www.tandfonline.com/doi/10.1080/26941899.2025.2474943
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