Visual explanation of Gibbs sampling

Brendan has this great book, David MacKay’s, Information Theory, Inference, and Learning Algorithms, which is also available as a pdf online.

Here’s a visual explanation from that book of Gibbs sampling, p. 370.  Gibbs sampling involves estimating a joint probability distribution of two or more random variables (here with x1 and x2), by sampling from conditional distributions.

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