Functional data analysis with R and MATLAB

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Prif Awdur: Ramsay, James O.
Awduron Eraill: Hooker, Giles., Graves, Spencer.
Fformat: Livre
Iaith: Anglais
Cyhoeddwyd: Dordrecht ; Heidelberg ; New York [etc] : Springer, cop. 2009.
Cyfres: Use R!
Pynciau:
Autres localisations: Voir dans le Sudoc
Tabl Cynhwysion:
  • 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