Nonparametric Statistics on Manifolds and Their Applications to Object Data Analysis
Published on 18. September 2015
541 pages
978-1-4398-2051-3 (ISBN)
Description
A New Way of Analyzing Object Data from a Nonparametric ViewpointNonparametric Statistics on Manifolds and Their Applications to Object Data Analysis provides one of the first thorough treatments of the theory and methodology for analyzing data on manifolds. It also presents in-depth applications to practical problems arising in a variety of fields
Reviews / Votes
"... the first extensive book on [this subject] ... This book succeeds in unifying the field by bringing in disparate topics, already available in several papers, but not easy to understand, under one roof. ... a brilliant and a bold idea by an active researcher, who is now joined in coauthorship by an enthusiastic, hardworking, and talented younger peer. ... it exceeds all expectations, in particular regarding the extent to which complex differential geometric notions permeate statistics."-From the Foreword by Victor Pambuccian, Professor of Mathematics, Arizona State University
More details
Language
English
Place of publication
Baton Rouge
United States
Publishing group
Taylor & Francis Inc
Target group
College/higher education
Researchers and graduate students in statistics, mathematics, engineering, computer science, and image analysis.
Illustrations
111 s/w Abbildungen, 36 s/w Tabellen
100 b/w images
File size
21,54 MB
ISBN-13
978-1-4398-2051-3 (9781439820513)
Copyright in bibliographic data and cover images is held by Nielsen Book Services Limited or by the publishers or by their respective licensors: all rights reserved.
Schweitzer Classification
Other editions
Additional editions
Victor Patrangenaru | Leif Ellingson
Nonparametric Statistics on Manifolds and Their Applications to Object Data Analysis
Book
12/2020
1st Edition
CRC Press
€75.50
Shipment within 15-20 days
Victor Patrangenaru | Leif Ellingson
Nonparametric Statistics on Manifolds and Their Applications to Object Data Analysis
Book
09/2015
1st Edition
CRC Press
€217.50
Shipment within 15-20 days
Persons
Victor Patrangenaru is a professor of statistics at Florida State University. He received his first PhD from the University of Haifa; his differential geometry dissertation on locally homogeneous Riemannian and pseudo-Riemannian manifolds was conferred the Morris Pulver award. His second PhD was conferred at Indiana University for his dissertation on asymptotic statistics on manifolds and their applications. He has been a recipient of the Rothrock Mathematics Teaching Award from Indiana University.
Leif Ellingson is an assistant professor at Texas Tech University. He received his PhD in statistics from Florida State University; his dissertation "Statistical Shape Analysis on Manifolds with Applications to Planar Contours and Structural Proteomics" received the Ralph A. Bradley award. He has also been a recipient of the New Faculty Award from the Texas Tech Alumni Association. His current research interests include nonparametric statistics on manifolds, shape analysis, computational methods in statistics, and utilizing statistical methods in structural proteomics.
Leif Ellingson is an assistant professor at Texas Tech University. He received his PhD in statistics from Florida State University; his dissertation "Statistical Shape Analysis on Manifolds with Applications to Planar Contours and Structural Proteomics" received the Ralph A. Bradley award. He has also been a recipient of the New Faculty Award from the Texas Tech Alumni Association. His current research interests include nonparametric statistics on manifolds, shape analysis, computational methods in statistics, and utilizing statistical methods in structural proteomics.
Content
Nonparametric Statistics on Manifolds. Asymptotic Theory and Nonparametric Bootstrap on Special Manifolds. Applications in Object Data Analysis on Manifolds. Additional Topics.
