Functional and shape data analysis. (2016)

• Record Type: Book
• Further Information: Note: Anuj Srivastava, Eric P. Klassen.
• Authors: Srivastava, Anuj; Klassen, E (Eric), 1958-
• Contents: 1. Motivation for Function and Shape Analysis -- 2. Previous Techniques in Shape Analysis -- 3. Background: Relevant Tools from Geometry -- 4. Functional Data and Elastic Registration -- 5. Shapes of Planar Curves -- 6. Shapes of Planar Closed Curves -- 7. Statistical Modeling on Nonlinear Manifolds -- 8. Statistical Modeling of Functional Data -- 9. Statistical Modeling of Planar Shapes -- 10. Shapes of Curves in Higher Dimensions -- 11. Related Topics in Shape Analysis of Curves -- A. Background Material -- B. The Dynamic Programming Algorithm -- References -- Index.
• Publisher Details: New York, NY : Springer
• Publication Date: 2016
• Extent: 1 online resource (xviii, 447 pages), illustrations (some color)
• Subjects: 515/.7; Statistics; Functional analysis; Functional analysis; Mathematics -- Functional Analysis; Mathematics -- Geometry -- General; Mathematics -- Probability & Statistics -- General; Functional analysis & transforms; Geometry; Probability & statistics; Mathematical statistics; Geometry; Electronic books
• Languages: English
• ISBNs: 9781493940202; 1493940201; 9781493940189
• Related ISBNs: 149394018X; 9781493940189
• Notes: Note: Includes bibliographical references and index.; Note: Online resource; title from PDF title page (SpringerLink, viewed October 13, 2016).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.