Differentiated uniformization: A new method for inferring Markov chains on combinatorial state spaces including stochastic epidemic models

Kevin Rupp, Rudolf Schill, Jonas Süskind +6

Motivation: We consider continuous-time Markov chains that describe the stochastic evolution of a dynamical system by a transition-rate matrix $Q$ which depends on a parameter $\theta$.…