Convergence Rates for Bayesian Estimation and Testing in Monotone Regression

Moumita Chakraborty, Subhashis Ghosal

Shape restrictions such as monotonicity on functions often arise naturally in statistical modeling. We consider a Bayesian approach to the problem of estimation of a monotone regre…