Shape restricted regression with random Bernstein polynomials

I-Shou Chang, Li-Chu Chien, Chao A. Hsiung +2

Shape restricted regressions, including isotonic regression and concave regression as special cases, are studied using priors on Bernstein polynomials and Markov chain Monte Carlo…