Nonparametric Inference on Manifolds: With Applications to Shape Spaces (Institute of Mathematical Statistics Monographs, Series Number 2)

Bhattacharya, Abhishek; Bhattacharya, Rabi

ISBN 10: 1107484316 / ISBN 13: 9781107484313

Editore: Cambridge University Press, 2015

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Dati bibliografici

• Titolo: Nonparametric Inference on Manifolds: With Applications to Shape Spaces (Institute of Mathematical Statistics Monographs, Series Number 2)
• Editore: Cambridge University Press
• Data di pubblicazione: 2015
• Lingua: Inglese
• ISBN 10: 1107484316
• ISBN 13: 9781107484313
• Rilegatura: Brossura
• Condizione: New

Descrizione articolo

Riassunto

A systematic introduction to a general nonparametric theory of statistics on manifolds, with emphasis on manifolds of shapes.

Informazioni sugli autori

Abhishek Bhattacharya is currently working as an assistant professor at the Indian Statistical Institute. After gaining BStat and MStat degrees from the Institute in 2002 and 2004 respectively, and a PhD from the University of Arizona in 2008, he was a postdoctoral researcher at Duke University until the end of 2010, before joining ISI in 2011. Before writing this book, he published several articles in areas as diverse as nonparametric frequentist and Bayesian statistics on non-Euclidean manifolds. All those articles can be accessed from his website.

Rabi Bhattacharya is Professor in the Department of Mathematics at the University of Arizona, Tucson.