Statistical Inference for Partially Observed Markov Processes via the R Package pomp

Aaron A. King, Dao Nguyen, Edward L. Ionides

Partially observed Markov process (POMP) models, also known as hidden Markov models or state space models, are ubiquitous tools for time series analysis. The R package pomp provide…