Nonparametric Inference on Manifolds With Applications to Shape Spaces |
|
| Author:
| Bhattacharya, Abhishek
Bhattacharya, Rabi |
| Series title: | Institute of Mathematical Statistics Monographs |
| ISBN: | 978-1-139-09476-4 |
| Publication Date: | May 2012 |
| Publisher: | Cambridge University Press
|
| Book Format: | Digital download and online |
| List Price: | AUD $200.00 |
Book Description:
|
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.
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.