2 papers
stat.AP2025
Binary AddiVortes: (Bayesian) Additive Voronoi Tessellations for Binary Classification with an application to Predicting Home Mortgage Application Outcomes
Adam J. Stone, Emmanuel Ogundimu, John Paul Gosling
The Additive Voronoi Tessellations (AddiVortes) model is a multivariate regression model that uses multiple Voronoi tessellations to partition the covariate space for an additive e…
stat.ME2025
H-AddiVortes: Heteroscedastic (Bayesian) Additive Voronoi Tessellations
Adam J. Stone, John Paul Gosling
This paper introduces the Heteroscedastic AddiVortes model, a Bayesian non-parametric regression framework that simultaneously models the conditional mean and variance of a respons…