Functional data analysis with R and MATLAB / J.O. Ramsay, Giles Hooker, Spencer Graves.

Author/creator Ramsay, J. O.
Other author Hooker, Giles.
Other author Graves, Spencer.
Format Electronic
Publication InfoDordrecht ; New York : Springer,
Descriptionxi, 207 p. : ill. ; 24 cm.
Supplemental ContentFull text available from Springer Nature - Springer Mathematics and Statistics eBooks 2009 English International
Supplemental ContentFull text available from Springer Books
Subjects

SeriesUse R!
Use R! ^A614263
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.
Bibliography noteIncludes bibliographical references (p. 199-202) and index.
Access restrictionAvailable only to authorized users.
Technical detailsMode of access: World Wide Web
Genre/formElectronic books.
LCCN 2009928040
ISBN9780387981840 (pbk.)
ISBN0387981845 (pbk.)
ISBN9780387981857 (e-ISBN)
ISBN0387981853 (e-ISBN)
Publisher number12229918