Characterization of Exponential Families of Lumpable Stochastic Matrices

Shun Watanabe, Geoffrey Wolfer

It is known that the set of lumpable Markov chains over a finite state space, with respect to a fixed lumping function, generally does not form an exponential family of stochastic…