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Sketching in High Dimensional Regression With Big Data Using Gaussian Scale Mixture Priors
(2023-05-16)
Bayesian computation of high dimensional linear regression models with popular Gaussian
scale mixture prior distributions using Markov Chain Monte Carlo (MCMC) or its variants
can be extremely slow or completely prohibitive ...
Multi-object Data Integration in the Study of Primary Progressive Aphasia
(2023-03-02)
This article focuses on a multi-modal imaging data application where structural/anatomical information from grey matter (GM) and brain connectivity information in the form of a brain connectome network from functional ...