Functional data analysis with R and MATLAB
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| Main Author: | |
|---|---|
| Other Authors: | , |
| Format: | Livre |
| Language: | Anglais |
| Published: |
Dordrecht ; Heidelberg ; New York [etc] :
Springer,
cop. 2009.
|
| Series: | Use R!
|
| Subjects: | |
| Autres localisations: | Voir dans le Sudoc |
Table of 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 Symbol table