3 citations · 4 across the 3 of their papers we have counts for
4 papers
Bayesian semiparametric analysis of multivariate continuous responses, with variable selection
Georgios Papageorgiou, Benjamin C. Marshall
This article presents an approach to Bayesian semiparametric inference for Gaussian multivariate response regression. We are motivated by various small and medium dimensional probl…
BNSP: an R Package for Fitting Bayesian Semiparametric Regression Models and Variable Selection
Georgios Papageorgiou
The R package BNSP provides a unified framework for semiparametric location-scale regression and stochastic search variable selection. The statistical methodology that the package…
Bayesian density regression for discrete outcomes
Georgios Papageorgiou
We develop Bayesian models for density regression with emphasis on discrete outcomes. The problem of density regression is approached by considering methods for multivariate densit…
Bayesian nonparametric models for spatially indexed data of mixed type
Georgios Papageorgiou, Sylvia Richardson, Nicky Best
We develop Bayesian nonparametric models for spatially indexed data of mixed type. Our work is motivated by challenges that occur in environmental epidemiology, where the usual pre…