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Categories: Mathematics
Type: BOOK - Published: 2000-08-31 - Publisher: Springer Science & Business Media

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This book demonstrates the usefulness of geometric methods in probability theory and mathematical statistics, and shows close relationships between these discip
Geometric Structures of Information
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Categories: Technology & Engineering
Type: BOOK - Published: 2018-11-19 - Publisher: Springer

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This book focuses on information geometry manifolds of structured data/information and their advanced applications featuring new and fruitful interactions betwe
Modern Geometric Structures and Fields
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Categories: Mathematics
Type: BOOK - Published: 2006 - Publisher: American Mathematical Soc.

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Presents the basics of Riemannian geometry in its modern form as geometry of differentiable manifolds and the important structures on them. This book shows that
Stochastic and Integral Geometry
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Type: BOOK - Published: 2008-09-08 - Publisher: Springer Science & Business Media

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Stochastic geometry deals with models for random geometric structures. Its early beginnings are found in playful geometric probability questions, and it has vig
High-Dimensional Probability
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Authors: Roman Vershynin
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Type: BOOK - Published: 2018-09-27 - Publisher: Cambridge University Press

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An integrated package of powerful probabilistic tools and key applications in modern mathematical data science.