Kernel Smoothing

by M.C. Jones and M.P. Wand

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...

• Format: Hardcover
• Language: English
• ISBN: 0412552701
• ISBN13: 9780412552700
• Release Date: January 1995
• Publisher: CRC Press
• Length: 226 Pages
• Weight: 1.05 lbs.
• Dimensions: 0.7" x 6.0" x 9.5"