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Heat maps of the true surfaces for simulation study are above heat maps of a single estimated surfaces for each simulated scenario based on a sample size of n = 25 with two measure per subject, Ci = 2 ∀ i, for a total of N = 50 observations. Each surface has near average rMSE and is based on a total of 2000 MCMC chains with the first 1000 discarded.
