Bayesian nonparametric scalar-on-image regression via Potts-Gibbs random partition models

Mica Teo Shu Xian, Sara Wade

Scalar-on-image regression aims to investigate changes in a scalar response of interest based on high-dimensional imaging data. We propose a novel Bayesian nonparametric scalar-on-…