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 Info | Dordrecht ; New York : Springer, |
| Description | xi, 207 p. : ill. ; 24 cm. |
| Supplemental Content | Full text available from Springer Nature - Springer Mathematics and Statistics eBooks 2009 English International |
| Supplemental Content | Full text available from Springer Books |
| Subjects |
| Series | Use 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 note | Includes bibliographical references (p. 199-202) and index. |
| Access restriction | Available only to authorized users. |
| Technical details | Mode of access: World Wide Web |
| Genre/form | Electronic books. |
| LCCN | 2009928040 |
| ISBN | 9780387981840 (pbk.) |
| ISBN | 0387981845 (pbk.) |
| ISBN | 9780387981857 (e-ISBN) |
| ISBN | 0387981853 (e-ISBN) |
| Publisher number | 12229918 |
Availability
| Library | Location | Call Number | Status | Item Actions |
|---|---|---|---|---|
| Electronic Resources | ✔ Available |