Nonparametric inference on manifolds: with applications to shape spaces
Auteur :
Bhattacharya, Abhishek / Bhattacharya, Rabi
Éditeur :
Cambridge University Press
ISBN :
9781107019584
Date de publication :
5 avr. 2012
Dimensions :
21,0 x 15,0 x 2,5 cm
Poids :
520 g
Format :
book
Langue :
Anglais
Pays d'origine :
Grande Bretagne
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.