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Mathematical statistics with applications

Author: Asha Seth Kapadia; Wenyaw Chan; Lemuel A Moyé
Publisher: Boca Raton : Chapman & Hall/CRC Press, ©2005.
Series: Statistics, textbooks and monographs, v. 180.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
"Mathematical statistics typically represents one of the most difficult challenges in statistics, particularly for those with more applied, rather than mathematical, interests and backgrounds. Most textbooks on the subject provide little or no review of the advanced calculus topics upon which much of mathematical statistics relies and furthermore contain material that is wholly theoretical, thus presenting even  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Kapadia, Asha Seth, 1937-
Mathematical statistics with applications.
Boca Raton : Chapman & Hall/CRC Press, ©2005
(DLC) 2004061863
(OCoLC)56956422
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Asha Seth Kapadia; Wenyaw Chan; Lemuel A Moyé
ISBN: 9781315275864 1315275864
OCLC Number: 1054093099
Description: 1 online resource (xxiii, 617 pages) : illustrations.
Contents: Preface --
Introduction --
Review of mathematics --
Probability theory --
Random variables --
Discrete distributions --
Continuous random variables --
Distributions of order statistics --
Asymptotic distribution theory --
Point estimation --
Hypothesis testing --
Interval estimation --
Introduction to computational methods.
Series Title: Statistics, textbooks and monographs, v. 180.
Responsibility: Asha Seth Kapadia, Wenyaw Chan, Lemuel A. Moyé.
More information:

Abstract:

"Mathematical statistics typically represents one of the most difficult challenges in statistics, particularly for those with more applied, rather than mathematical, interests and backgrounds. Most textbooks on the subject provide little or no review of the advanced calculus topics upon which much of mathematical statistics relies and furthermore contain material that is wholly theoretical, thus presenting even greater challenges to those interested in applying advanced statistics to a specific area." "Mathematical Statistics with Applications presents the background concepts and builds the technical sophistication needed to move on to more advanced studies in multivariate analysis, decision theory, stochastic processes, or computational statistics. Applications embedded within theoretical discussions clearly demonstrate the utility of the theory in a useful and relevant field of application and allow readers to avoid sudden exposure to purely theoretical materials." "With its clear explanations and more than usual emphasis on applications and computation, this text reaches out to the many students and professionals more interested in the practical use of statistics to enrich their work in areas such as communications, computer science, economics, astronomy and public health."--Jacket.

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