3 papers
stat.AP2025
pvEBayes: An R Package for Empirical Bayes Methods in Pharmacovigilance
Yihao Tan, Marianthi Markatou, Saptarshi Chakraborty
Monitoring the safety of medical products is a core concern of contemporary pharmacovigilance. To support drug safety assessment, Spontaneous Reporting Systems (SRS) collect report…
stat.ME2025
Flexible Empirical Bayesian Approaches to Pharmacovigilance for Simultaneous Signal Detection and Signal Strength Estimation in Spontaneous Reporting Systems Data
Yihao Tan, Marianthi Markatou, Saptarshi Chakraborty
Inferring adverse events (AEs) of medical products from Spontaneous Reporting Systems (SRS) databases is a core challenge in contemporary pharmacovigilance. Bayesian methods for ph…
stat.ME2024
A generalized Bayesian approach for high-dimensional robust regression with serially correlated errors and predictors
Saptarshi Chakraborty, Kshitij Khare, George Michailidis
This paper introduces a loss-based generalized Bayesian methodology for high-dimensional robust regression with serially correlated errors and predictors. The proposed framework em…