Liese, Friedrich, 1944-

Statistical decision theory : estimation, testing, and selection / Friedrich Liese, Klaus-J. Miescke. - New York : Springer Verlag, c2008. - xvii, 677 p. : ill. ; 25 cm. - Springer series in statistics. .

Includes bibliographical references and indexes.

Statistical models --
Tests in models with monotonicity properties --
Statistical decision theory --
Comparison of models, reduction by sufficiency --
Invariant statistical decision models --
Large sample approximations of models and decisions --
Estimation --
Testing --
Selection --
Appendix: Topics from analysis, measure theory, and probability theory --
Appendix: Common notation and distributions. Table of contents

"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, worked-out examples, and problems. It can be used as a basis for graduate courses, seminars, Ph. D. programs, Read more...

9780387731933 0387731938


Statistical decision.

QA279.4 / .L54 2008

519.542 / LIS 2008

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