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stat.ME2026
A Semiparametric Bayesian Generalized Linear Mixed Model with a Nonparametric Count Distribution for Seizure Data
Entejar Alam, Elizabeth Juarez-Colunga, Marco I. González +1
Functional count data arise when recurrent events are recorded repeatedly over time and scientific interest centers on how event rates evolve over time and across experimental cond…
stat.ME2026
A Bayesian Copula Dirichlet Process GLM for Longitudinal Data
Shijie Yuan, Entejar Alam, Asmit Chakraborty +3
We introduce a semiparametric Bayesian generalized linear model (GLM) for longitudinal continuous outcomes that preserves the usual interpretation of the GLM regression structure w…