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Markov chains are a fondamental statistics and data science tool, extensively used in modeling and operations research. A basic, 2-states model is as follows:
You start at time t=0, walking along the X-axis (representing time). At each iteration (also called step), you move up with probability p, and down with probability q, along the Y-axis…
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