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Nonparametric Inference on Manifolds

Publisher: 
Cambridge University Press
Number of Pages: 
237
Price: 
80.00
ISBN: 
9781107019584
Date Received: 
Thursday, June 21, 2012
Reviewable: 
No
Include In BLL Rating: 
No
Reviewer Email Address: 
Abhishek Bhattacharya and Rabi Bhattacharya
Series: 
IMS Monographs
Publication Date: 
2012
Format: 
Hardcover
Category: 
Monograph

1. Introduction
2. Examples
3. Location and spread on metric spaces
4. Extrinsic analysis on manifolds
5. Intrinsic analysis on manifolds
6. Landmark-based shape spaces
7. Kendall's similarity shape spaces Σkm
8. The planar shape space Σk2
9. Reflection similarity shape spaces RΣkm
10. Stiefel manifolds
11. Affine shape spaces AΣkm
12. Real projective spaces and projective shape spaces
13. Nonparametric Bayes inference
14. Regression, classification and testing
i. Differentiable manifolds
ii. Riemannian manifolds
iii. Dirichlet processes
iv. Parametric models on Sd and Σk2
References
Subject index.

Publish Book: 
Modify Date: 
Thursday, June 21, 2012

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