32 citations · 35 across the 3 of their papers we have counts for
3 papers
Bayesian Multi-Species N-Mixture Models for Unmarked Animal Communities
Niamh Mimnagh, Andrew Parnell, Estevao Prado +1
We propose an extension of the N-mixture model which allows for the estimation of both abundances of multiple species simultaneously and their inter-species correlations. We also p…
Accounting for shared covariates in semi-parametric Bayesian additive regression trees
Estevão B. Prado, Andrew C. Parnell, Keefe Murphy +3
We propose some extensions to semi-parametric models based on Bayesian additive regression trees (BART). In the semi-parametric BART paradigm, the response variable is approximated…
Bayesian Additive Regression Trees with Model Trees
Estevão B. Prado, Rafael A. Moral, Andrew C. Parnell
Bayesian Additive Regression Trees (BART) is a tree-based machine learning method that has been successfully applied to regression and classification problems. BART assumes regular…