Functional data analysis (eBook, 2005) [University of Washington Libraries]
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Functional data analysis

Functional data analysis

Author: James O Ramsay; Bernard W Silverman
Publisher: New York : Springer, ©2005.
Series: Springer series in statistics.
Edition/Format:   eBook : Document : English : 2nd edView all editions and formats
Summary:
"The book presents novel statistical technology, much of it based on the authors' own research work, while keeping the mathematical level widely accessible. It is designed to appeal to students, to applied data analysts, and to experienced researchers; it will have value both within statistics and across a broad spectrum of other fields. This second edition is aimed at a wider range of readers, and especially those  Read more...
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Details

Genre/Form: Electronic books
Livres électroniques
e-books
Livres numériques
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: James O Ramsay; Bernard W Silverman
ISBN: 9780387227511 0387227512 9781601193094 1601193092
OCLC Number: 652730987
Description: 1 ressource en ligne
Contents: Introduction * Notation and Techniques * Representing Functional Data as Smooth Functions * The Roughness Penalty Approach * The Registration and Display of Functional Data * Principal Components Analysis for Functional Data * Regularized Principal Components Analysis * Principal Components Analysis of Mixed Data * Functional Linear Models * Functional Linear Models for Scalar Responses * Functional Linear Modesl for Functional Responses * Canonical Correlation and Discriminant Analysis * Differential Operators in Functional Data Analysis * Principal Differential Analysis * More General Roughness Penalties * Some Perspectives on FDA
Series Title: Springer series in statistics.
Responsibility: J.O. Ramsay, B.W. Silverman.

Abstract:

A book in the "Springer Series" in Statistics.  Read more...
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From the reviews of the second edition:"This book is a second edition of the authors' 1997 book under the same title. ... The new edition is an excellent summary of recent work on FDA, emphasising Read more...

 
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