Bayesian additive regression trees with model trees EB Prado, RA Moral, AC Parnell Statistics and Computing 31, 1-13, 2021 | 33 | 2021 |
Bayesian additive regression trees for genotype by environment interaction models EB Prado, DA Sarti, AN Inglis, AAL dos Santos, CB Hurley, RA Moral, ... The Annals of Applied Statistics 17 (3), 1936-1957, 2023 | 11 | 2023 |
Bayesian multi-species N-mixture models for unmarked animal communities N Mimnagh, AC Parnell, EB Prado, RA Moral Environmental and Ecological Statistics (2022), 755–778, 2022 | 10 | 2022 |
Accounting for shared covariates in semi-parametric Bayesian additive regression trees EB Prado, AC Parnell, M Keefe, N McJames, A O'Shea, RA Moral The Annals of Applied Statistics (to appear), 2024 | 5* | 2024 |
Metropolis–Hastings with scalable subsampling EB Prado, C Nemeth, C Sherlock https://arxiv.org/pdf/2407.19602, 2024 | | 2024 |
Bayesian N-Mixture Models Applied to Estimating Insect Abundance N Mimnagh, AC Parnell, EB Prado Modelling Insect Populations in Agricultural Landscapes, 185-210, 2023 | | 2023 |
Extensions to Bayesian tree-based machine learning algorithms EB Prado Maynooth University, 2022 | | 2022 |
Discussion of: "Bayesian Regression Tree Models for Causal Inference: Regularization, Confounding, and Heterogeneous Effects" EB Prado, E O’Neill, B Hernandez, AC Parnell, RA Moral Bayesian Analysis 15, 1029-1031, 2020 | | 2020 |