Empirical Processes in M-Estimation - Paperback

FormatBook

Language English

ISBN-13 / SKU 9780521123259

About this item

by Sara A. Van de Geer (Author)

The theory of empirical processes provides valuable tools for the development of asymptotic theory in (nonparametric) statistical models, and makes it possible to give a unified treatment of various models. This book reveals the relation between the asymptotic behavior of M-estimators and the complexity of parameter space, using entropy as a measure of complexity, presenting tools and methods to analyze nonparametric, and in some cases, semiparametric methods. Graduate students and professionals in statistics, as well as those interested in applications, e.g. to econometrics, medical statistics, etc., will welcome this treatment.

Number of Pages: 300

Dimensions: 0.63 x 10 x 7 IN

Illustrated: Yes

Publication Date: November 19, 2009

$110.71

In Stock.