Semi-parametric Bayesian Additive Regression Trees. - Estevão B. Prado; Andrew C. Parnell; Nathan McJames; Ann O'Shea; Rafael A. Moral (CoRR, 2021)

Bayesian Causal Forests for Multivariate Outcomes: Application to Irish Data From an International Large Scale Education Assessment. - Nathan McJames; Andrew C. Parnell; Yong Chen Goh; Ann O'Shea (CoRR, 2023)

Bayesian Causal Forests for Longitudinal Data: Assessing the Impact of Part-Time Work on Growth in High School Mathematics Achievement. - Nathan McJames; Ann O'Shea; Andrew Parnell (CoRR, 2024)

A supervised learning approach to rankability. - Nathan McJames; David Malone; Oliver Mason (Comput. Oper. Res., 2025)