Omar Dahdouh

Generalized spatial stick-breaking processes

2020 · Communications in Statistics - Simulation and Computation

This paper develops a Bayesian nonparametric model for skewed spatial data with nonstationary dependence structure. A transformed Gaussian model is proposed for the atoms of the kernel stick-breaking process by transforming the margins of a …