Statistical Decision Theory

Estimation, Testing, and Selection

Von:Miescke, Klaus-J.; Liese, Friedrich

ISBN: 9780387731933

ISBN-10: 0387731938

Artikelnummer: 134462

Lieferantenbestellnummer: 8517452

Springer-Verlag GmbH,

Ln ,2016 ,677 Seiten

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PFor advanced graduate students, this book is a one-stop shop that presents the main ideas of decision theory in an organized, balanced, and mathematically rigorous manner, while observing statistical relevance. All of the major topics are introduced at an elementary level, then developed incrementally to higher levels. The book is self-contained as it provides full proofs, worked-out examples, and problems. 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. With its broad coverage of decision theory, this book fills the gap between standard graduate texts in mathematical statistics and advanced monographs on modern asymptotic theory./P

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