Kernel Smoothing

Name: Kernel Smoothing
Price: 190.45 USD
Availability: InStock
ISBN: 9780412552700

ISBN-10: 0412552701

ISBN-13: 9780412552700

Edition: 1995

Authors: M. P. Wand, M. C. Jones

List price: $195.00

This item qualifies for FREE shipping.

30 day, 100% satisfaction guarantee!

Buy new: $259.67

Marketplace

2 new & used from $190.45

what's this?

Rush Rewards U
Members Receive:

You have reached 400 XP and carrot coins. That is the daily max!

Description:

Kernel smoothing refers to a general methodology for recovery of underlying structure in data sets. The basic principle is that local averaging or smoothing is performed with respect to a kernel function.This book provides uninitiated readers with a feeling for the principles, applications, and analysis of kernel smoothers. This is facilitated by the authors' focus on the simplest settings, namely density estimation and nonparametric regression. They pay particular attention to the problem of choosing the smoothing parameter of a kernel smoother, and also treat the multivariate case in detail.Kernal Smoothing is self-contained and assumes only a basic knowledge of statistics, calculus, and…

Book details

List price: $195.00
Copyright year: 1995
Publisher: CRC Press LLC
Publication date: 12/1/1994
Binding: Hardcover
Pages: 224
Size: 7.05" wide x 9.41" long x 0.75" tall
Weight: 1.056
Language: English



Preface



Introduction



Univariate kernel density estimation



Bandwidth selection



Multivariate kernel density estimation



Kernel regression



Selected extra topics


App. A Notation


App. B Tables


App. C Facts about normal densities


App. D Computation of kernel estimators


References


Index