Stochastic Processes and Applications in Biology and Medicine: Theory: I by Petre Tautu, Marius Iosifescu (Paperback, 2012)

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Definition of a Markov chain. The existence theorem. Strong Markov property. Classification of states. Positive states and limit theorems. Essential states and classes of states. Conditional motion.