Cookiecutter-cmdstanpy: a template for cmdstanpy projects

we recommend running multiple chains in order to be able to test convergence. because if you don’t have convergence, whatever your sample is, you have no evidence that you have a set of draws from the posterior, consequently, no reason to believe that the samples are valid.

therefore, you need to wait until all chains have finished sampling. granted, this is problematic if you’re not able to run all chains in parallel or otherwise distribute them across a cluster.

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