Statistical Decision Theory Estimation, Testing, and Selection /

• Main Authors: Miescke, Klaus-J (Author), Liese, F. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: New York, NY : Springer New York, 2008.
• Series: Springer Series in Statistics,
• Subjects: Statistics.; Statistical Theory and Methods.

This monograph is written for advanced graduate students, Ph.D. students, and researchers in mathematical statistics and decision theory. All major topics are introduced on a fairly elementary level and then developed gradually to higher levels. The book is self-contained as it provides full proofs,...

Table of Contents:

• Statistical Models
• Tests in Models with Monotonicity Properties
• Statistical Decision Theory
• Comparison of Models, Reduction by
• Invariant Statistical Decision Models
• Large Sample Approximations of Models and Decisions
• Estimation
• Testing
• Selection.