Douglas B. Clarkson, Chris Fraley, Charles Gu, James Ramsay

S+Functional Data Analysis (eBook, PDF)

User's Manual for Windows ®

• Format: PDF

Produktbeschreibung

This book provides documentation for the S-PLUS module on functional data analysis. It will supplement our two books on this topic by Ramsay/Silverman.

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Produktdetails

• Verlag: Springer US
• Seitenzahl: 192
• Erscheinungstermin: 2. Juni 2006
• Englisch
• ISBN-13: 9780387283937
• Artikelnr.: 37287645

Autorenporträt

Douglas B. Clarkson, Insightful Corporation, Seattle, WA, USA / Chris Fraley, Insightful Corporation, Seattle, WA, USA / Charles C. Gu, Insightful Corporation, Seattle, WA, USA / James O. Ramsay, McGill University, Montreal, QC, Canada

Inhaltsangabe

Basis Objects and Operations.- Functional Data Objects and Operations.- Linear Differential Operators and Smoothing.- Functional Registration.- Functional Linear Models.- Functional Generalized Linear Models.- Functional Principal Components.- Canonical Correlation.- Functional Cluster Analysis.- Principal Differential Analysis.

Rezensionen

From the reviews of the first edition:

"The book offers an overview of the basics of functional data approaches as well as a weath of information, sample code, and examples about each of these methods in a clear well-presented manner. The book provides a well-written discussion of how and when to use the functions, and it will be a useful and convenient reference for those getting started with functional analyses." The American Statistician, May 2006, Vol. 60, No. 2

"This book is a short user's manual for functional data analysis software in S+FDA library, which is an S-Plus implementation of Ramsey and Silverman's (1997,2002) books by Insightful Corporation. This software is free, and S+FDA library can be easily downloaded from Insightful's webpage. ... the S-Plus codes and illustrations given in this book will be helpful for the reader to learn how to use S+FDA library for carrying out functional data analysis on their own data set." (Anil K. Ghosh, The Indian Journal of Statistics, Vol. 68, 2006)