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Math — Markov Chains

Transition matrices and the steady-state distribution.

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\mathbf{p}_{n+1} = \mathbf{p}_n P

\sum_j P_{ij} = 1

\boldsymbol{\pi} = \boldsymbol{\pi}P \;\text{(steady state)}

P = \text{transition matrix}