Geometry and Statistics – Handbook of Statistics, Volume 46 1st edition – Ebook PDF Instant Delivery – ISBN(s): 9780323913454,0323913458
Product details:
- ISBN-10 : 0323913458
- ISBN-13 : 978-0323913454
- Author:
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.
- Provides the authority and expertise of leading contributors from an international board of authors
- Presents the latest release in the Handbook of Statistics series
- Updated release includes the latest information on Geometry and Statistics
Table of contents:
Section I: Foundations in classical geometry and analysis
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
Section II: Information geometry
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
Section III: Advanced geometrical intuition
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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