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| Document Type: | Book |
|---|---|
| All Authors / Contributors: |
Abhishek Bhattacharya; R N Bhattacharya |
| ISBN: | 9781107019584 1107019583 |
| OCLC Number: | 757931398 |
| Description: | xiii, 237 p. : ill. ; 23 cm. |
| Contents: | Introduction -- Examples -- Location and spread on metric spaces -- Extrinsic analysis on manifolds -- Intrinsic analysis on manifolds -- Landmark-based shape spaces -- Kendall's similarity shape spaces [characters omitted] -- The planar shape space [characters omitted] -- Reflection similarity shape spaces R[characters omitted] -- Stiefel manifolds V[characters omitted] -- Affine shape spaces A[characters omitted] -- Real projective spaces and projective shape spaces -- Nonparametric Bayes inference on manifolds -- Nonparametric Bayes regression, classification and hypothesis testing on manifolds -- Appendixes: A. Differentiable manifolds -- B. Riemannian manifolds -- C. Dirichlet processes -- D. Parametric models on S[character omitted] and [characters omitted]. |
| Series Title: | Institute of Mathematical Statistics monographs, 2. |
| Responsibility: | Abhishek Bhattacharya, Rabi Bhattacharya. |
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