Scalable high-dimensional Bayesian varying coefficient models with unknown within-subject covariance

Ray Bai, Mary R. Boland, Yong Chen

Nonparametric varying coefficient (NVC) models are useful for modeling time-varying effects on responses that are measured repeatedly for the same subjects. When the number of cova…