Applied Smoothing Techniques for Data Analysis (Hardcover)

Lingua: inglese

Editore: Oxford University Press, Oxford, 1997

0198523963 / 9780198523963

Serie: Libro 1 di 8 - Oxford Statistical Science

Da: Grand Eagle Retail, Bensenville, IL, U.S.A.Grand Eagle Retail

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Venditore AbeBooks dal 12 ottobre 2005

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Hardcover. 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 drawingconclusions 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 seekan 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-Plusfunctions 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 byreaders not interested in S-Plus. This text for statisticians and those who wish to apply smoothing techniques includes coverage of: density estimation for exploring data; density estimation for inference; nonparametric regression for exploring data; and comparing regression curves and surfaces. This item is printed on demand. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.…

Codice articolo 9780198523963

Titolo
Applied Smoothing Techniques for Data Analysis (Hardcover)
Autore
Adrian W. Bowman
Editore
Oxford University Press, Oxford
Anno di pubblicazione
1997
Condizione
new
Rilegatura
Hardcover
Lingua
inglese
ISBN 10
0198523963
ISBN 13
9780198523963
Serie
Libro 1 di 8: Oxford Statistical Science

Grand Eagle Retail

Bensenville, IL, U.S.A.

Venditore con 5 stelle

Venditore AbeBooks dal 12 ottobre 2005

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ArticoloDa 6 a 14 giorni lavorativiDa 6 a 16 giorni lavorativi
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