Adaptive Bayesian credible bands in regression with a Gaussian process prior
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A credible band is the set of all functions between a lower and an upper bound that are constructed so that the set has prescribed mass under the posterior distribution. In a Bayesian analysis such a band is used to quantify the remaining uncertainty on the un... ...