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Nonparametric Statistics on Manifolds and Their Applications to Object Data Analysis (Chapman & Hall/CRC Monographs on Statistics & Applied Probab) - Hardcover
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"... 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
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.
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- PublisherCRC Press
- Publication date2015
- ISBN 10 1439820503
- ISBN 13 9781439820506
- BindingHardcover
- Edition number1
- Number of pages517
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Nonparametric Statistics on Manifolds and Their Applications to Object Data Analysis (Chapman & Hall/CRC Monographs on Statistics & Applied Probab)
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Nonparametric Statistics on Manifolds and Their Applications to Object Data Analysis
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Book Description Buch. Condition: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - Requiring only a background in mathematical statistics or analysis, this book provides the first comprehensive look at the statistics of manifolds. It presents location and spread parameters for distribution on manifolds, followed by key large sample theory results. The text also addresses inference of two samples, nonparametric MANOVA, principal component analysis, and density estimation on manifolds. A special section is dedicated to a nonparametric statistical analysis on certain special manifolds arising in statistics. The final part of the text focuses on concrete applications in astronomy, image analysis, medical imaging, bioinformatics, and pattern recognition. Seller Inventory # 9781439820506
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Nonparametric Statistics on Manifolds and Their Applications to Object Data Analysis
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Book Description Hardcover. Condition: Brand New. 1st edition. 420 pages. 9.49x6.54x1.38 inches. In Stock. Seller Inventory # __1439820503
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Nonparametric Statistics on Manifolds and Their Applications to Object Data Analysis
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Book Description Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. 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 manifold. Seller Inventory # 32565769
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Nonparametric Statistics on Manifolds and Their Applications to Object Data Analysis (Chapman Hall/CRC Monographs on Statistics Applied Probab)
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