A Markov Chain is a stochastic process which describes a sequence of possible events in which the probability of each event depends only on the state of the previous event ^[Markov chain - Wikipedia].

This property is also knowns as the Markov property, which refers to the memoryless property of a stochastic process, i.e. the future evolution of the process is independent of its history. ^[Markov property - Wikipedia]


tags: probability-theory graphical-models