How to continuize a discrete time Markov chain?

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I want to use an advanced Monte Carlo techniques to a discrete time Markov chain (DTMC), thus I need to continuize my DTMC. What is the best way to do that? I want to measure some observable along path of this Markov chain, thus I want a continuization way that give me same sample mean.