Functional data analysis with R and MATLAB

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Detalles Bibliográficos
Autor Principal: Ramsay, James O.
Outros autores: Hooker, Giles., Graves, Spencer.
Formato: Livre
Idioma: Anglais
Publicado: Dordrecht ; Heidelberg ; New York [etc] : Springer, cop. 2009.
Series: Use R!
Sujets:
Autres localisations: Voir dans le Sudoc
Table des matières:
  • 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 Symbol table