Realizable monotonicity for continuous-time Markov processes
  We formalize and analyze the notions of stochastic monotonicity and realizable mono-tonicity for Markov Chains in continuous-time, taking values in a finite partially ordered set. Similarly to what happens in discrete-time, the two notions are not equivalent. However, we show that there are partially ordered sets for which stochastic monotonicity and realizable monotonicity coincide in continuous-time but not in discrete-time. 
Paolo Dai Pra, Pierre-Yves Louis, Ida Minelli
math.PR