Smoothing Methods in Statistics: 3 hours

Catalog description

(Prerequisite: ST 6573 or ST 8123 ). Three hours lecture. Basic ideas of nonparametric estimation, Kernel-based smoothing methods of univariate density and regression estimation, mathematical analysis of kernel smoothing, bias reduction, optimal and data-based bandwidth choices, estimations of functions related to density and regression functions