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Clarkson, Douglas B. (Insightful Corporation); Fraley, Chris; Gu, Charles C.; Ramsay, James O. (McGill University) - S+Functional Data Analysis: User's Manual for Windows ® - 9780387249698 - V9780387249698
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S+Functional Data Analysis: User's Manual for Windows ®

€ 68.32
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Description for S+Functional Data Analysis: User's Manual for Windows ® paperback. S+Functional Data Analysis is the first commercial object oriented package for exploring, modeling, and analyzing functional data. This user's manual offers an overview of the basics of functional data approaches as well as information, sample code, and examples about each of these methods. Num Pages: 192 pages, biography. BIC Classification: PBT. Category: (P) Professional & Vocational. Dimension: 234 x 155 x 11. Weight in Grams: 299.

S+Functional Data Analysis is the first commercial object oriented package for exploring, modeling, and analyzing functional data. Functional data analysis (FDA) handles longitudinal data and treats each observation as a function of time (or other variable). The functions are related. The goal is to analyze a sample of functions instead of a sample of related points.

FDA differs from traditional data analytic techniques in a number of ways. Functions can be evaluated at any point in their domain. Derivatives and integrals, which may provide better information (e.g. graphical) than the original data, are easily computed and used in multivariate ... Read more

The analyst using S+FDA can handle irregularly spaced data or data with missing values. For large amounts of data, working with a functional representation can save storage. Moreover, S+FDA provides a variety of analytic techniques for functional data including linear models, generalized linear models, principal components, canonical correlation, principal differential analysis, and clustering.

This book can be considered a companion to two other highly acclaimed books involving James Ramsay and Bernard Silverman: Functional Data Analysis, Second Edition (2005) and Applied Functional Data Analysis (2002). This user's manual also provides the documentation for the S+FDA library for S­Plus.

From the reviews:

"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

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Product Details

Format
Paperback
Publication date
2005
Publisher
Springer United States
Number of pages
192
Condition
New
Number of Pages
192
Place of Publication
New York, NY, United States
ISBN
9780387249698
SKU
V9780387249698
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15

Reviews for S+Functional Data Analysis: User's Manual for Windows ®
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 ... Read more

Goodreads reviews for S+Functional Data Analysis: User's Manual for Windows ®


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