Geometry and statistics Volume 46 [eBook] / edited by Frank Nielsen, Arni S.R. Srinivasa Rao and C.R. Rao.
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| Edition | 1st ed. |
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| Contents | Chapter 1: Geometry, information, and complex bundles--Chapter 2: Geometric methods for sampling, optimization, inference, and adaptive agents--Chapter 3: Equivalence relations and inference for sparse Markov models--Chapter 4: Symplectic theory of heat and information geometry--Chapter 5: A unifying framework for some directed distances in statistics--Chapter 6: The analytic dually flat space of the mixture family of two prescribed distinct Cauchy distributions--Chapter 7: Local measurements of nonlinear embeddings with information geometry--Chapter 8: Parallel transport, a central tool in geometric statistics for computational anatomy: Application to cardiac motion modeling--Chapter 9: Geometry and mixture models--Chapter 10: Gaussian distributions on Riemannian symmetric spaces of nonpositive curvature--Chapter 11: Multilevel contours on bundles of complex planes. |
| Multimedia | |
| Physical Description | 1 online resource (xv, 471 pages) : ill., digital, PDF file(s). |
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$a Geometry and statistics $n Volume 46 $h [eBook] / $c edited by Frank Nielsen, Arni S.R. Srinivasa Rao and C.R. Rao.
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$a 1st ed.
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$a Cambridge, Massachusetts : $b Academic Press, is an imprint of Elsevier, $c ©2022.
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$a 1 online resource (xv, 471 pages) : $b ill., digital, PDF file(s).
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$a Handbook of statistics ; $v Volume 46.
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$a Includes bibliographical references and index.
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$a Chapter 1: Geometry, information, and complex bundles--Chapter 2: Geometric methods for sampling, optimization, inference, and adaptive agents--Chapter 3: Equivalence relations and inference for sparse Markov models--Chapter 4: Symplectic theory of heat and information geometry--Chapter 5: A unifying framework for some directed distances in statistics--Chapter 6: The analytic dually flat space of the mixture family of two prescribed distinct Cauchy distributions--Chapter 7: Local measurements of nonlinear embeddings with information geometry--Chapter 8: Parallel transport, a central tool in geometric statistics for computational anatomy: Application to cardiac motion modeling--Chapter 9: Geometry and mixture models--Chapter 10: Gaussian distributions on Riemannian symmetric spaces of nonpositive curvature--Chapter 11: Multilevel contours on bundles of complex planes.
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$a Geometry and Statistics, Volume 46 in the Handbook of Statistics series, highlights new advances in the field, with this new volume presenting interesting chapters written by an international board of authors.
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$a Geometry.
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$a Statistics.
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$a Nielsen, Frank, $e editor.
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$a Rao, Arni S.R. Srinivasa, $e editor.
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$a Rao, C.R., $e editor.
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$i Printed edition: $z 9780323913454
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$a Handbook of statistics ; $v Volume 46.
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$u https://www.sciencedirect.com/handbook/handbook-of-statistics/vol/46/suppl/C $y Click here to view eBook.
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| Subject | |
| Summary | Geometry and Statistics, Volume 46 in the Handbook of Statistics series, highlights new advances in the field, with this new volume presenting interesting chapters written by an international board of authors. |