Functional data analysis with R and MATLAB
Bewaard in:
| Hoofdauteur: | |
|---|---|
| Andere auteurs: | , |
| Formaat: | Livre |
| Taal: | Anglais |
| Gepubliceerd in: |
Dordrecht ; Heidelberg ; New York [etc] :
Springer,
cop. 2009.
|
| Reeks: | Use R!
|
| Onderwerpen: | |
| Autres localisations: | Voir dans le Sudoc |
Inhoudsopgave:
- 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