{
"item_title" : "Geometrical Foundations of Asymptotic Inference",
"item_author" : [" Robert E. Kass", "Paul W. Vos "],
"item_description" : "This book provides a thorough introduction to asymptotic inference. It begins with an elementary treatment of one-parameter statistical models and goes on to discuss basic properties of curved exponential families, the Fisher-Efron-Amari theory and Jeffreys-Rao Riemannian geometry based on Fisher information. It also provides an overview of recent developments in the field. Classifies and introduces additional work in the field. -- Several appendices provide useful mathematical material on basic concepts in differential geometry.",
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Overview
This book provides a thorough introduction to asymptotic inference. It begins with an elementary treatment of one-parameter statistical models and goes on to discuss basic properties of curved exponential families, the Fisher-Efron-Amari theory and Jeffreys-Rao Riemannian geometry based on Fisher information. It also provides an overview of recent developments in the field. Classifies and introduces additional work in the field. -- Several appendices provide useful mathematical material on basic concepts in differential geometry.
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Details
- ISBN-13: 9780471826682
- ISBN-10: 0471826685
- Publisher: Wiley-Interscience
- Publish Date: July 1997
- Dimensions: 9.5 x 6.46 x 0.9 inches
- Shipping Weight: 1.57 pounds
- Page Count: 376
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