Journal of the Royal Statistical Society. Series B (Statistical Methodology), Vol. 71, No. 1 (Jan., 2009), pp. 159-175 (17 pages) The paper proposes two Bayesian approaches to non-parametric monotone ...

A robust non-parametric function fitting method is introduced. The estimate is motivated from the theory of M-estimation and of kernel estimation of regression functions. Consistency and asymptotic ...