Essentials of Statistical Inference 1st Edition by G A Young,R L Smith ISBN 0521548667 978-0521548663

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ISBN 10:  0521548667 

ISBN 13: 978-0521548663

Author: G. A. Young, R. L. Smith

 This textbook presents the concepts and results underlying the Bayesian, frequentist, and Fisherian approaches to statistical inference, with particular emphasis on the contrasts between them. Aimed at advanced undergraduates and graduate students in mathematics and related disciplines, it covers basic mathematical theory as well as more advanced material, including such contemporary topics as Bayesian computation, higher-order likelihood theory, predictive inference, bootstrap methods, and conditional inference.

Table of contents: 

• Introduction
• Decision theory
• Bayesian methods
• Hypothesis testing
• Special models
• Sufficiency and completeness
• Two-sided tests and conditional inference
• Likelihood theory
• Higher-order theory
• Predictive inference
• Bootstrap methods
  Bibliography
  Index

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