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Lecture
Recurrence and transience: proofs
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Invariant Distributions: Markov Chains
Explores invariant distributions, recurrent states, and convergence in Markov chains, including practical applications like PageRank in Google.
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Covers Markov chains and their applications in algorithms, focusing on Markov Chain Monte Carlo sampling and the Metropolis-Hastings algorithm.
