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02/23/2023
A Bayesian Zero-Inflated Dirichlet-Multinomial Regression Model for Multivariate Compositional Count Data
The Dirichlet-multinomial (DM) distribution plays a fundamental role in ...
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09/22/2022
A Bayesian Joint Model for Compositional Mediation Effect Selection in Microbiome Data
Analyzing multivariate count data generated by high-throughput sequencin...
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04/13/2022
Infinite Hidden Markov Models for Multiple Multivariate Time Series with Missing Data
Exposure to air pollution is associated with increased morbidity and mor...
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09/18/2020
A Bayesian Time-Varying Effect Model for Behavioral mHealth Data
The integration of mobile health (mHealth) devices into behavioral healt...
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04/30/2020