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Springer Theoretical Statistics: Topics for a Core Course (Springer Texts in Statistics)

Name: https://tosheroon.com/uk/B098QTFCTW
Brand: Springer

Probability & Statistics

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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.

Product Specifications

Brand: Springer
Format: paperback
ASIN: 1461426707
Category: Books > Subjects > Science, Nature & Maths > Mathematics > Probability & Statistics
Domain: Amazon UK
Publication Date: 05 November 2012
Listed Since: 05 October 2012

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Springer Theoretical Statistics: Topics for a Core Course (Springer Texts in Statistics)

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