Gene–environment interactions have important implications for elucidating the genetic basis
of complex diseases beyond the joint function of multiple genetic factors and their …

Drought stress, exacerbated by climate change, presents a critical global challenge
characterized by increasingly severe and prolonged drought events. This phenomenon …

Heavy-tailed continuous shrinkage priors, such as the horseshoe prior, are widely used for
sparse estimation problems. However, there is limited work extending these priors to …

Many complex diseases are known to be affected by the interactions between genetic
variants and environmental exposures beyond the main genetic and environmental effects …

To perform a joint analysis of multivariate neuroimaging phenotypes and candidate genetic
markers obtained from longitudinal studies, we develop a Bayesian longitudinal low-rank …

Oscillatory processes at all spatial scales and on all frequencies underpin brain function.
Electrophysiological Source Imaging (ESI) is the data-driven brain imaging modality that …

The recent years have witnessed the emergence of high-throughput phenotyping
techniques. In particular, these techniques can characterize a comprehensive landscape of …

Background Single-cell RNA-sequencing (scRNA-seq) technologies allow for the study of
gene expression in individual cells. Often, it is of interest to understand how transcriptional …

Nonparametric varying coefficient (NVC) models are useful for modeling time-varying effects
on responses that are measured repeatedly. In this paper, we introduce the nonparametric …

The developmental variation in stem height with respect to stem diameter is related to a
broad range of ecological and evolutionary phenomena in trees, but the underlying genetic …