Within-host bayesian joint modeling of longitudinal and time-to-event data of Leishmania infection
Felix M. Pabon-Rodriguez,
Grant D. Brown,
Breanna M. Scorza
et al.
Abstract:The host immune system plays a significant role in managing and clearing pathogen material during an infection, but this complex process presents numerous challenges from a modeling perspective. There are many mathematical and statistical models for these kinds of processes that take into account a wide range of events that happen within the host. In this work, we present a Bayesian joint model of longitudinal and time-to-event data of Leishmania infection that considers the interplay between key drivers of th… Show more
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