Online Public Access Catalogue (OPAC)
Library,Documentation and Information Science Division

“A research journal serves that narrow

borderland which separates the known from the unknown”

-P.C.Mahalanobis


Image from Google Jackets

Theoretical foundations of functional data analysis, with an introduction to linear operators / Tailen Hsing and Randall Eubank.

By: Contributor(s): Material type: TextTextSeries: Wiley series in probability and statisticsPublication details: Chichester : John Wiley and Sons, Inc., c2015.Description: xiii, 333 p. ; 24 cmISBN:
  • 9780470016916 (cloth)
Subject(s): DDC classification:
  • 000SA.07 23 H873
Contents:
1. Introduction-- 2. Vector and function spaces-- 3. Linear operator and functionals-- 4. Compact operators and singular value decomposition-- 5. Perturbation theory-- 6. Smoothing and regularization-- 7. Random elements in a Hilbert space-- 8. Mean and covariance estimation-- 9. Principal components analysis-- 10. Canonical correlation analysis-- 11. Regression-- References-- Indexes.
Summary: Theoretical Foundations of Functional Data Analysis, with an Introduction to Linear Operators provides a uniquely broad compendium of the key mathematical concepts and results that are relevant for the theoretical development of functional data analysis (FDA). This book will provide a valuable reference for statisticians and other researchers interested in developing or understanding the mathematical aspects of FDA. It is also suitable for a graduate level special topics course.
Tags from this library: No tags from this library for this title. Log in to add tags.
Holdings
Item type Current library Call number Status Date due Barcode Item holds
Books ISI Library, Kolkata 000SA.07 H873 (Browse shelf(Opens below)) Available 136471
Total holds: 0

Includes bibliographical references and indexes.

1. Introduction--
2. Vector and function spaces--
3. Linear operator and functionals--
4. Compact operators and singular value decomposition--
5. Perturbation theory--
6. Smoothing and regularization--
7. Random elements in a Hilbert space--
8. Mean and covariance estimation--
9. Principal components analysis--
10. Canonical correlation analysis--
11. Regression--
References--
Indexes.

Theoretical Foundations of Functional Data Analysis, with an Introduction to Linear Operators provides a uniquely broad compendium of the key mathematical concepts and results that are relevant for the theoretical development of functional data analysis (FDA). This book will provide a valuable reference for statisticians and other researchers interested in developing or understanding the mathematical aspects of FDA. It is also suitable for a graduate level special topics course.

There are no comments on this title.

to post a comment.
Library, Documentation and Information Science Division, Indian Statistical Institute, 203 B T Road, Kolkata 700108, INDIA
Phone no. 91-33-2575 2100, Fax no. 91-33-2578 1412, ksatpathy@isical.ac.in