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Author

Suman Majumder

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2 papers indexed here

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Preprint Sep 2026

Spatially-Indexed Longitudinal Distributional Outcome Regression for Environmental Monitoring

Characterizing longitudinal changes in region-specific distribution of environmental exposures, such as total nitrate (TNO$_3$) concentrations, is critical for understanding localized ecological risks that are otherwise obscured by standard mean-level modeling. However, modeling longitudinal distributional outcomes acr...

Rahul Ghosal, Suman Majumder, Indranil Sahoo · 0 citations
Open access Jul 2026

BSTZINB: A Bayesian Framework for Negative-Binomial Modeling of Spatio-Temporal Zero-Inflated Count Data in Epidemiology

Modern Bayesian hierarchical methodologies allow us to leverage spatio-temporal dependencies between observations, enhancing both health effect estimation and map visualization in efficient and flexible ways. However, the necessary levels of statistical software are often unavailable or difficult to access. We have rec...

Suman Majumder, Y. Jun, Sounak Chakraborty et al. · 0 citations

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