Chris Sherlock

Bayesian inference for the Markov-modulated Poisson process with an outcome process

2025 · Journal of the Royal Statistical Society Series C (Applied Statistics)

Abstract In medical research, understanding changes in outcome measurements is crucial for inferring shifts in health conditions. However, traditional methods often struggle with large, irregularly longitudinal data and fail to account for the tendency of …