One or multiple chains?

We can use one chain and the resulting numbers will behave according to the target density (the posterior density), if convergence is achieved. But we can also use multiple chains, usually one per CPU core. The advantage is that we can do additional diagnostics with multiple chains (such as the Gelman test).

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