2 papers
stat.AP2021
Bayesian Robust Learning in Chain Graph Models for Integrative Pharmacogenomics
Moumita Chakraborty, Veerabhadran Baladandayuthapani, Anindya Bhadra +1
Integrative analysis of multi-level pharmacogenomic data for modeling dependencies across various biological domains is crucial for developing genomic-testing based treatments. Cha…
math.ST2020
Convergence Rates for Bayesian Estimation and Testing in Monotone Regression
Moumita Chakraborty, Subhashis Ghosal
Shape restrictions such as monotonicity on functions often arise naturally in statistical modeling. We consider a Bayesian approach to the problem of estimation of a monotone regre…