Information Geometry

Information Geometry

The book provides a comprehensive introduction and a novel mathematical foundation of the field of information geometry with complete proofs and detailed background material on measure theory, Riemannian geometry and Banach space theory.

Gespeichert in:
Bibliographische Detailangaben
1. Verfasser: Ay, Nihat
Format: Buch
Sprache:eng
Schlagworte:
Complex Systems
Convex and Discrete Geometry
Data Structures
Differential Geometry
Functional Analysis
Geometrical models in statistics
Mathematics and Statistics
Probabilities & applied mathematics
Statistical Theory and Methods
Statistics
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Beschreibung
Zusammenfassung:The book provides a comprehensive introduction and a novel mathematical foundation of the field of information geometry with complete proofs and detailed background material on measure theory, Riemannian geometry and Banach space theory.
ISSN:0071-1136
2197-5655
DOI:10.1007/978-3-319-56478-4