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Book

Kernel Smoothing

Book

Kernel Smoothing

DOI link for Kernel Smoothing

Kernel Smoothing book

Kernel Smoothing

DOI link for Kernel Smoothing

Kernel Smoothing book

ByM.P. Wand, M.C. Jones
Edition 1st Edition
First Published 1994
eBook Published 1 December 1994
Pub. Location New York
Imprint Chapman and Hall/CRC
DOI https://doi.org/10.1201/b14876
Pages 224
eBook ISBN 9780429170591
Subjects Mathematics & Statistics
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Wand, M.P., & Jones, M.C. (1994). Kernel Smoothing (1st ed.). Chapman and Hall/CRC. https://doi.org/10.1201/b14876

ABSTRACT

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 facilita

TABLE OF CONTENTS

chapter 1|9 pages

Introduction

chapter 2|48 pages

Univariate kernel density estimation

chapter 3|32 pages

Bandwidth selection

chapter 4|24 pages

Multivariate kernel density estimation

chapter 5|32 pages

Kernel regression

chapter 6|47 pages

Selected extra topics

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