Roberto Sanchis-Ojeda

Multistate analysis with infinite mixtures of Markov chains

Driven by applications in clinical medicine and business, we address the problem of modeling trajectories over multiple states. We build on well-known methods from survival analysis and introduce a family of sequence models based on localized Bayesian Markov chains. We develop inference and predicti…