Notice bibliographique
- Notice
Type(s) de contenu et mode(s) de consultation : Texte noté : électronique
Auteur(s) : Ramsay, James O.
Titre(s) : Functional data analysis [Texte électronique] / J.O. Ramsay, B.W. Silverman
Édition : 2nd ed.
Publication : New York : Springer, cop. 2005
Description matérielle : 1 online resource (xix, 426 pages)
Collection : Springer series in statistics
Note(s) : Includes bibliographical references (pages 405-418) and index
"The book presents novel statistical technology, much of it based on the authors'
own research work, while keeping the mathematical level widely accessible. It is designed
to appeal to students, to applied data analysts, and to experienced researchers; it
will have value both within statistics and across a broad spectrum of other fields.
This second edition is aimed at a wider range of readers, and especially those who
would like to apply these techniques to their research problems."--Jacket
Autre(s) auteur(s) : Silverman, B. W. (1952-....). Fonction indéterminée
Sujet(s) : Corrélation (statistique)
Analyse discriminante
Opérateurs différentiels
Analyse multivariée
Indice(s) Dewey :
519.535 (23e éd.) = Analyse multivariée
Identifiants, prix et caractéristiques : ISBN 9780387227511
Identifiant de la notice : ark:/12148/cb446412100
Notice n° :
FRBNF44641210
(notice reprise d'un réservoir extérieur)
Table des matières : Introduction; Tools for exploring functional data; From functional data to smooth
functions; Smoothing functional data by least squares; Smoothing functional data with
a roughness penalty; Constrained functions; The registration and display of functional
data; Principal components analysis for functional data; Regularized principal components
analysis; Principal components analysis of mixed data; Canonical correlation and discriminant
analysis; Functional linear models; Modelling functional responses with multivariate
covariates.
