1 citations · 2 across the 3 of their papers we have counts for
3 papers
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…
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…
A robust Bayesian analysis of variable selection under prior ignorance
Tathagata Basu, Matthias C. M. Troffaes, Jochen Einbeck
We propose a cautious Bayesian variable selection routine by investigating the sensitivity of a hierarchical model, where the regression coefficients are specified by spike and sla…