A Note on the Consistency in Bayesian Shape-Restricted Regression with Random Bernstein Polynomials

[[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.[[notice]]補正完畢[[booktype]]紙本[[booktype]]電子版[[countrycodes]]SG