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stat.ME2024
Bayesian Nonparametric Risk Assessment in Developmental Toxicity Studies with Ordinal Responses
Jizhou Kang, Athanasios Kottas
We develop a nonparametric Bayesian modeling framework for clustered ordinal responses in developmental toxicity studies, which typically exhibit extensive heterogeneity. The prima…
stat.ME2024
Mixture Modeling for Temporal Point Processes with Memory
Xiaotian Zheng, Athanasios Kottas, Bruno Sansó
We propose a constructive approach to building temporal point processes that incorporate dependence on their history. The dependence is modeled through the conditional density of t…