1 code implementation • 17 May 2022 • Manuel Carlan, Thomas Kneib
For count responses, the resulting transformation model is novel in the sense that it is a Bayesian fully parametric yet distribution-free approach that can additionally account for excess zeros with additive transformation function specifications.
1 code implementation • 20 Dec 2020 • Manuel Carlan, Thomas Kneib, Nadja Klein
A simulation study demonstrates the competitiveness of our approach against its likelihood-based counterpart but also Bayesian additive models of location, scale and shape and Bayesian quantile regression.
Methodology
