Nonparametric Inference on Manifolds
Author | : Abhishek Bhattacharya |
Publisher | : Cambridge University Press |
Total Pages | : 252 |
Release | : 2012-04-05 |
ISBN-10 | : 9781107019584 |
ISBN-13 | : 1107019583 |
Rating | : 4/5 (84 Downloads) |
Download or read book Nonparametric Inference on Manifolds written by Abhishek Bhattacharya and published by Cambridge University Press. This book was released on 2012-04-05 with total page 252 pages. Available in PDF, EPUB and Kindle. Book excerpt: Ideal for statisticians, this book will also interest probabilists, mathematicians, computer scientists, and morphometricians with mathematical training. It presents a systematic introduction to a general nonparametric theory of statistics on manifolds, with emphasis on manifolds of shapes. The theory has important applications in medical diagnostics, image analysis and machine vision.