Functional data analysis with R and MATLAB

保存先:
書誌詳細
第一著者: Ramsay, James O.
その他の著者: Hooker, Giles., Graves, Spencer.
フォーマット: Livre
言語: Anglais
出版事項: Dordrecht ; Heidelberg ; New York [etc] : Springer, cop. 2009.
シリーズ: Use R!
主題:
Autres localisations: Voir dans le Sudoc
目次:
  • 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