Applied Smoothing Techniques Data

Applied Smoothing Techniques Data
Applied Smoothing Techniques Data
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Applied Smoothing Techniques Data
A. Bowman
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Applied Smoothing Techniques Data

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Description

The book describes the use of smoothing techniques in statistics, including both density estimation and nonparametric regression. Considerable advances in research in this area have been made in recent years. The aim of this text is to describe a variety of ways in which these methods can be applied to practical problems in statistics. The role of smoothing techniques in exploring data graphically is emphasised, but the use of nonparametric curves in drawing conclusions from data, as an extension of more standard parametric models, is also a major focus of the book. Examples are drawn from a wide range of applications. The book is intended for those who seek an introduction to the area, with an emphasis on applications rather than on detailed theory.

Product Information
ISBN13 (SKU)
9780198523963
Title
Applied Smoothing Techniques Data
Author
A. Bowman
Edition
1st
Publisher
Oxford University press
Format Type
Physical
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