JUMP-Means: Small-Variance Asymptotics for Markov Jump Processes

Jonathan H. Huggins, Karthik Narasimhan, Ardavan Saeedi +1

Markov jump processes (MJPs) are used to model a wide range of phenomena from disease progression to RNA path folding. However, maximum likelihood estimation of parametric models l…