2 papers
stat.ME2026
Conditional Copula models using loss-based Bayesian Additive Regression Trees
Tathagata Basu, Fabrizio Leisen, Cristiano Villa +1
The study of dependence between random variables under external influences is a challenging problem in multivariate analysis. We address this by proposing a novel semi-parametric a…
stat.ME2024
Robust Bayesian causal estimation for causal inference in medical diagnosis
Tathagata Basu, Matthias C. M. Troffaes
Causal effect estimation is a critical task in statistical learning that aims to find the causal effect on subjects by identifying causal links between a number of predictor (or, e…