All of Nonparametric Statistics

by Larry Wasserman

Estimating the CDF and Statistical Functionals.- The Bootstrap and the Jackknife.- General Concepts.- Nonparametric Regression.- Density Estimation.- Normal Means and Minimax Theory.- Nonparametric Inference Using Orthogonal Functions.- Wavelets and Other Adaptive Methods.- Other Topics.

284 pages, Paperback

First published May 1, 1989

About the author

Larry A. Wasserman is a Canadian statistician and a professor in the Department of Statistics and the Machine Learning Department at Carnegie Mellon University.