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Use R James Ramsay Giles Hooker Spencer Graves Auth Functional Data Analysis With R And Matlab Springer Verlag New York 2009 by Desconocido is a nonfiction available to read on EtoBox.

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Scientists and others today often collect samples of curves and other functional observations. This monograph presents many ideas and techniques for such data. Included are expressions in the functional domain of such classics as linear regression, principal components analysis, linear modeling, and canonical correlation analysis, as well as specifically functional techniques such as curve registration and principal differential analysis. Data arising in real applications are used throughout for both motivation and illustration, showing how functional approaches allow us to see new things, especially by exploiting the smoothness of the processes generating the data. The data sets exemplify the wide scope of functional data analysis; they are drawn from growth analysis, meteorology, biomechanics, equine science, economics, and medicine. 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 e

Who reads Use R James Ramsay Giles Hooker Spencer Graves Auth Functional Data Analysis With R And Matlab Springer Verlag New York 2009?

Author

Desconocido

Publisher

Springer Science+Business Media, Inc

Published

2009

Language

EN

ISBN

9780387400808

Category

nonfiction

Subjects

Computer Science, Marketing, Medical