Convergence rates for estimating multivariate scale mixtures of uniform densities

Arlene K. H. Kim, Gil Kur, Adityanand Guntuboyina

The Grenander estimator is a well-studied procedure for univariate nonparametric density estimation. It is usually defined as the Maximum Likelihood Estimator (MLE) over the class…