Nonparametric Statistics

Catalog description

Overview of nonparametric statistics, empirical CDF, statistical functionals, density and probability function estimation, nonparametric kernel methods, nonparametric regression, conditional density estimation, bootstrap, partial linear models, single index models, and other advanced topics.