عنوان

Applied smoothing techniques for data analysis :

(Number (ISBN

0198523963

(Number (ISBN

0585484104

(Number (ISBN

128037523X

(Number (ISBN

6610375232

(Number (ISBN

9780198523963

(Number (ISBN

9780585484105

(Number (ISBN

9781280375231

(Number (ISBN

9786610375233

Number

b795684

Title Proper

Applied smoothing techniques for data analysis :

General Material Designation

[Book]

Other Title Information

the kernel approach with S-Plus illustrations /

First Statement of Responsibility

Adrian W. Bowman and Adelchi Azzalini.

Place of Publication, Distribution, etc.

New York :

Name of Publisher, Distributor, etc.

Oxford University Press,

Date of Publication, Distribution, etc.

1997.

Specific Material Designation and Extent of Item

1 online resource (xi, 193 pages) :

Other Physical Details

illustrations.

Series Title

Oxford science publications

Series Title

Oxford statistical science series ;

Volume Designation

18

Text of Note

Includes bibliographical references (pages 175-186) and indexes.

Text of Note

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. It is therefore expected that the book will benefit those attending courses at an advanced undergraduate, or postgraduate, level, as well as researchers, both from statistics and from other disciplines, who wish to learn about and apply these techniques in practical data analysis. The text makes extensive reference to S-Plus, as a computing environment in which examples can be explored.; S-Plus functions and example scripts are provided to implement many of the techniques described. These parts are, however, clearly separate from the main body of text, and can therefore easily be skipped by readers not interested in S-Plus.

Title

Applied smoothing techniques for data analysis.

International Standard Book Number

0198523963

Smoothing (Statistics)

Lissage (Statistique)

Data-analyse.

Datenanalyse

Estimação de densidades.

Glättung

Inferência estatística.

Mathematical Statistics.

MATHEMATICS-- Probability & Statistics-- General.

Mathematics.

Nichtparametrische Schätzung

Physical Sciences & Mathematics.

Smoothing (Statistics)

Smoothing.

MAT-- 029000

PBT

Number

Edition

Class number

Book number

Class number

Class number

Class number

System Code

System Code

System Code

Bowman, A. W.

Azzalini, Adelchi.

Date of Transaction

20201207084035.0

Cataloguing Rules (Descriptive Conventions))

pn

Electronic name

[Book]

Y