Geometric ergodicity of Rao and Teh's algorithm for Markov jump processes and CTBNs

Błażej Miasojedow, Wojcieh Niemiro

Rao and Teh (2012, 2013) introduced an efficient MCMC algorithm for sampling from the posterior distribution of a hidden Markov jump process. The algorithm is based on the idea of…