Showing stat.APShow all
3 papers · 1 filter
stat.AP2026
Cluster-Based Bayesian SIRD Modeling of Chickenpox Epidemiology in India
Nayana Mukherjee, Chitradipa Chakraborty
This study presents a cluster-based Bayesian SIRD model to analyze the epidemiology of chickenpox (varicella) in India, utilizing data from 1990 to 2021. We employed an age-structu…
stat.AP2025
Bayesian Modeling of Long-Term Dynamics in Indian Temperature Extremes
Chitradipa Chakraborty
Annual maximum temperature data provides crucial insights into the impacts of climate change, especially for regions like India, where temperature variations have significant impli…
stat.AP2025
Bayesian Hybrid Machine Learning of Gallstone Risk
Chitradipa Chakraborty, Nayana Mukherjee
Gallstone disease is a complex, multifactorial condition with significant global health burdens. Identifying underlying risk factors and their interactions is crucial for early dia…