Nonparametric Inference on Manifolds (English, Abhishek Bhattacharya | Rabi Bhattacharya)
by Abhishek Bhattacharya | Rabi Bhattacharya
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About the Book
This book introduces in a systematic manner a general nonparametric theory of statistics on manifolds, with emphasis on manifolds of shapes. The theory has important and varied applications in medical diagnostics, image analysis, and machine vision. An early chapter of examples establishes the effectiveness of the new methods and demonstrates how they outperform their parametric counterparts. Inference is developed for both intrinsic and extrinsi…
ISBN: 9781107019584
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