Statistical Decision Theory

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,...

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Main Authors: Liese, F., Miescke, Klaus-J.
Format: Book
Language:English
Published: Springer 2017
Subjects:
Online Access:http://repository.vnu.edu.vn/handle/VNU_123/31295
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Institution: Vietnam National University, Hanoi
Language: English
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spelling oai:112.137.131.14:VNU_123-312952020-06-18T02:01:16Z Statistical Decision Theory Liese, F. Miescke, Klaus-J. Mathematics Statistics 519.5 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, self-studies, and as a reference book. The authors present a rigorous account of the concepts and a broad treatment of the major results of classical finite sample size decision theory and modern asymptotic decision theory. Highlights are systematic applications to the fields of parameter estimation, testing hypotheses, and selection of populations. With its broad coverage of decision theory that includes results from other more specialized books as well as new material, this book is one of a kind and fills the gap between standard graduate texts in mathematical statistics and advanced monographs on modern asymptotic theory. 2017-04-19T07:17:14Z 2017-04-19T07:17:14Z 2008 Book 9780387731940 http://repository.vnu.edu.vn/handle/VNU_123/31295 en 677 p. application/pdf Springer
institution Vietnam National University, Hanoi
building VNU Library & Information Center
country Vietnam
collection VNU Digital Repository
language English
topic Mathematics
Statistics
519.5
spellingShingle Mathematics
Statistics
519.5
Liese, F.
Miescke, Klaus-J.
Statistical Decision Theory
description 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, self-studies, and as a reference book. The authors present a rigorous account of the concepts and a broad treatment of the major results of classical finite sample size decision theory and modern asymptotic decision theory. Highlights are systematic applications to the fields of parameter estimation, testing hypotheses, and selection of populations. With its broad coverage of decision theory that includes results from other more specialized books as well as new material, this book is one of a kind and fills the gap between standard graduate texts in mathematical statistics and advanced monographs on modern asymptotic theory.
format Book
author Liese, F.
Miescke, Klaus-J.
author_facet Liese, F.
Miescke, Klaus-J.
author_sort Liese, F.
title Statistical Decision Theory
title_short Statistical Decision Theory
title_full Statistical Decision Theory
title_fullStr Statistical Decision Theory
title_full_unstemmed Statistical Decision Theory
title_sort statistical decision theory
publisher Springer
publishDate 2017
url http://repository.vnu.edu.vn/handle/VNU_123/31295
_version_ 1680962676799307776