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Theoretical Statistics - Topics for a Core Course (Paperback, 2010) Loot Price: R1,920
Discovery Miles 19 200
Theoretical Statistics - Topics for a Core Course (Paperback, 2010): Robert W. Keener
Theoretical Statistics - Topics for a Core Course (Paperback, 2010): Robert W. Keener

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Theoretical Statistics - Topics for a Core Course (Paperback, 2010)

Robert W. Keener

Series: Springer Texts in Statistics

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Loot Price R1,920 Discovery Miles 19 200 | Repayment Terms: R179 pm x 12*

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Intended as the text for a sequence of advanced courses, this book covers major topics in theoretical statistics in a concise and rigorous fashion. The discussion assumes a background in advanced calculus, linear algebra, probability, and some analysis and topology. Measure theory is used, but the notation and basic results needed are presented in an initial chapter on probability, so prior knowledge of these topics is not essential. The presentation is designed to expose students to as many of the central ideas and topics in the discipline as possible, balancing various approaches to inference as well as exact, numerical, and large sample methods. Moving beyond more standard material, the book includes chapters introducing bootstrap methods, nonparametric regression, equivariant estimation, empirical Bayes, and sequential design and analysis. The book has a rich collection of exercises. Several of them illustrate how the theory developed in the book may be used in various applications. Solutions to many of the exercises are included in an appendix.

General

Imprint: Springer-Verlag New York
Country of origin: United States
Series: Springer Texts in Statistics
Release date: November 2012
First published: 2010
Authors: Robert W. Keener
Dimensions: 235 x 155 x 28mm (L x W x T)
Format: Paperback - Trade
Pages: 556
Edition: 2010
ISBN-13: 978-1-4614-2670-7
Barcode: 9781461426707
Categories: Promotions
Books > Science & Mathematics > Mathematics > Probability & statistics
LSN: 1-4614-2670-7

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