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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
A Nonparametric Bayesian Local-Global Model for Enhanced Adverse Event Signal Detection in Spontaneous Reporting System Data
Xin-Wei Huang, Saptarshi Chakraborty
Spontaneous reporting system databases are key resources for post-marketing surveillance, providing real-world evidence (RWE) on the adverse events (AEs) of regulated drugs or othe…
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…