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Measuring the effect of concentration hyperparameters on the number of inferred latent states. We find that the concentration hyperparameters of the Gamma priors on the concentration parameters, α0 and γ, have a minimal effect. Box plots are obtained from 10 independent Monte Carlo chains, and each chain was run for 1000 iterations; the number of states in the last iteration is used.
