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A NOTE ON THE CONSISTENCY IN BAYESIAN SHAPE-RESTRICTED REGRESSION WITH RANDOM BERNSTEIN POLYNOMIALS

    https://doi.org/10.1142/9789812772558_0016Cited by:0 (Source: Crossref)
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    Abstract:

    We describe a Bayesian framework for shape-restricted regression in which the prior is given by Bernstein polynomials. We present consistency theorems concerning the posterior distribution in this Bayesian approach. This study includes monotone regression and a few other shape-restricted regressions.