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Functional data analysis /
"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 statis...
| Call Number: | Libro Electrónico |
|---|---|
| Main Author: | |
| Other Authors: | |
| Format: | Electronic eBook |
| Language: | Inglés |
| Published: |
New York :
Springer,
©2005.
|
| Edition: | 2nd ed. |
| Series: | Springer series in statistics.
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| Subjects: | |
| Online Access: | Texto completo |
Table of Contents:
- 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.