3 papers
stat.ME2026
A Mixed Model Approach for Estimating Regional Functional Connectivity from Voxel-level BOLD Signals
Ruobin Liu, Chao Zhang, Chau Tran +3
Resting-state brain functional connectivity quantifies the synchrony between activity patterns of different brain regions. In functional magnetic resonance imaging, each region com…
stat.ME2026
Prior elicitation for Bayesian estimation of single-subject connectivity networks
Yiye Jiang, Alice Chevaux, Wendy Meiring +4
Inference of brain functional connectivity networks from resting-state fMRI data is a key focus in neuroimaging. This paper introduces new Bayesian approaches for inferring a funct…
stat.ME2025
Predicting Distributions of Physical Activity Profiles in the NHANES Database Using a Partially Linear Fréchet Single Index Model
Marcos Matabuena, Aritra Ghosal, Wendy Meiring +1
Object-oriented data analysis is a fascinating and evolving field in modern statistical science, with the potential to make significant contributions to biomedical applications. Th…