Functional Data Analysis with R and MATLAB / by James Ramsay, Giles Hooker, Spencer Graves.

By: Ramsay, James [autor]Contributor(s): Springerlink (Online Service)Material type: Text

TextLanguage: English Series: Use RPublisher: New York, NY : Springer New York, 2009Publisher: [California] : [s.e.], 2009Description: online resource. : ilustracionesContent type: texto Media type: computadora Carrier type: recurso en líneaISBN: 9780387981840; 9780387981857; 99780387981857Subject(s): MATLAB | Biometría | Análisis Multivalente -- Procesamiento de datos | Diseño Experimental | Estadística -- cuadros, Tablas, Etc | Psicometría | Mercadeo | Análisis de datos | Salud pública | Estadística matemática | Minería de datosDDC classification: 519.5 Online resources: Recurso digital

Contents:

Introduction to functional data analysis \\ Essential comparisons of the Matlab and R languages \\ How to specify basis systems for building functions \\ How to build functional data objects \\ Smoothing: Computing curves from noisy data \\ Descriptions of functional data \\ Exploring variation: Functional principal and canonical components analysis \\ Registration: Aligning features for samples of curves \\ Functional linear models for scalar responses \\ Linear models for functional responses \\ Functional models and dynamics.

Abstract: Scientists often collect samples of curves and other functional observations, and develop models where parameters are also functions. This volume in the UseR! Series is aimed at a wide range of readers, and especially those who would like apply these techniques to their research problems. It complements Functional Data Analysis, Second Edition and Applied Functional Data Analysis: Methods and Case Studies by providing computer code in both the R and Matlab languages for a set of data analyses that showcase functional data analysis techniques.

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Holdings
Item type	Current library	Collection	Call number	Copy number	Status	Date due	Barcode	Item holds
Libros	Biblioteca CESA Diagonal 34 A No. 5 A - 23 Casa Incolda PBX: 339 53 00 serviciosbiblioteca@cesa.edu.co Piso 1	General	519.5 / R148f 2015 (Browse shelf(Opens below))	Ej.1	Available		7101021591

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Scientists often collect samples of curves and other functional observations, and develop models where parameters are also functions. This volume in the UseR! Series is aimed at a wide range of readers, and especially those who would like apply these techniques to their research problems. It complements Functional Data Analysis, Second Edition and Applied Functional Data Analysis: Methods and Case Studies by providing computer code in both the R and Matlab languages for a set of data analyses that showcase functional data analysis techniques.

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