2 papers
stat.ME2022
A generalized likelihood based Bayesian approach for scalable joint regression and covariance selection in high dimensions
Srijata Samanta, Kshitij Khare, George Michailidis
The paper addresses joint sparsity selection in the regression coefficient matrix and the error precision (inverse covariance) matrix for high-dimensional multivariate regression m…
stat.ME2021
Estimation and false discovery control for the analysis of environmental mixtures
Srijata Samanta, Joseph Antonelli
The analysis of environmental mixtures is of growing importance in environmental epidemiology, and one of the key goals in such analyses is to identify exposures and their interact…