3 papers
stat.ME2026
Bayesian Causal Machine Learning for Cure Models
Antonio R. Linero, F. Javier Rubio, Piyali Basak
In survival studies, treatments can benefit patients through different mechanisms: a treatment may increase the probability of being cured or delay failure among patients who are n…
stat.AP2025
High-dimensional Array Bayesian Screening Based on Distributions with Structural Zeroes
A. Lawrence Gould, Erina Paul, Piyali Basak +2
In many biomedical applications with high-dimensional features, such as single-cell RNA-sequencing, it is not uncommon to observe numerous structural zeros. Identifying important f…
stat.AP2024
Relative Survival Analysis Using Bayesian Decision Tree Ensembles
Piyali Basak, Antonio R. Linero, Camille Maringe +1
In cancer epidemiology, the \emph{relative survival framework} is used to quantify the hazard associated with cancer by comparing the all-cause mortality hazard in cancer patients…