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By
Robert E. Kass and
Paul W. Vos
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Jump down to see edition details for: Hardcover
Bibliographic Detail
Publisher
Wiley-Interscience
Publication date
July 17, 1997
Pages
355
Binding
Hardcover
Book category
Adult Non-Fiction
ISBN-13
9780471826682
ISBN-10
0471826685
Dimensions
1 by 6.75 by 9.75 in.
Weight
1.55 lbs.
Original list price
$222.00
Amazon.com says people who bought this book also bought:
Category Theory in Context | Information Geometry and Its Applications | Differential Geometry of Curves and Surfaces | Algebraic Geometry and Statistical Learning Theory | Differential Geometry and Statistics | An Introduction to Manifolds
Category Theory in Context | Information Geometry and Its Applications | Differential Geometry of Curves and Surfaces | Algebraic Geometry and Statistical Learning Theory | Differential Geometry and Statistics | An Introduction to Manifolds
Summaries and Reviews
(view table of contents)
Amazon.com description: Product Description: Differential geometry provides an aesthetically appealing and often revealing view of statistical inference. Beginning with an elementary treatment of one-parameter statistical models and ending with an overview of recent developments, this is the first book to provide an introduction to the subject that is largely accessible to readers not already familiar with differential geometry. It also gives a streamlined entry into the field to readers with richer mathematical backgrounds. Much space is devoted to curved exponential families, which are of interest not only because they may be studied geometrically but also because they are analytically convenient, so that results may be derived rigorously. In addition, several appendices provide useful mathematical material on basic concepts in differential geometry. Topics covered include the following:
* Basic properties of curved exponential families
* Elements of second-order, asymptotic theory
* The Fisher-Efron-Amari theory of information loss and recovery
* Jeffreys-Rao information-metric Riemannian geometry
* Curvature measures of nonlinearity
* Geometrically motivated diagnostics for exponential family regression
* Geometrical theory of divergence functions
* A classification of and introduction to additional work in the field
* Basic properties of curved exponential families
* Elements of second-order, asymptotic theory
* The Fisher-Efron-Amari theory of information loss and recovery
* Jeffreys-Rao information-metric Riemannian geometry
* Curvature measures of nonlinearity
* Geometrically motivated diagnostics for exponential family regression
* Geometrical theory of divergence functions
* A classification of and introduction to additional work in the field
Editions
Hardcover
The price comparison is for this edition
from Wiley-Interscience (July 17, 1997)
9780471826682 | details & prices | 355 pages | 6.75 × 9.75 × 1.00 in. | 1.55 lbs | List price $222.00
About: Differential geometry provides an aesthetically appealing and often revealing view of statistical inference.
About: Differential geometry provides an aesthetically appealing and often revealing view of statistical inference.
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