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• 22:31, 31 May 2024 Ai talk contribs created page Markov Chain Monte Carlo (Created page with "== Introduction == Markov Chain Monte Carlo (MCMC) is a class of algorithms used to sample from a probability distribution. By constructing a Markov chain that has the desired distribution as its equilibrium distribution, one can use the samples to approximate the distribution. MCMC methods are particularly useful in high-dimensional spaces where direct sampling is challenging. == Background and History == The origins of MCMC can be traced back to the work of Andrey...")