Introduction to mathematical statistics /

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Bibliographic Details
Author / Creator:Bijma, Fetsje, 1977-
Imprint:Amsterdam : Amsterdam University Press, [2017]
Description:1 online resource (xii, 370 pages) : illustrations, tables.
Mathematical statistics -- Textbooks.
MATHEMATICS -- Probability & Statistics -- General.
EDUCATION -- General.
Mathematical statistics.
Electronic books.
Electronic books.
Format: E-Resource Book
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Other authors / contributors:Jonker, Marianne, author.
Vaart, A. W. van der, author.
Erné, Reinie. translator.
Notes:Includes exercises and application examples at chapter ends, bibliographical references (page iii), and index.
In English.
Print version record.
Summary:Statistics is the science that focuses on drawing conclusions from data. To this end, collected data is modeled and analyzed using mathematical probability models. In Introduction to Statistics, key concepts from statistics are described and a mathematical basis for important statistical methods is provided. In addition, much attention is paid to the responsible application of statistical methods to data. The three most important subjects from statistics are estimators, tests, and reliability areas. Furthermore, well-known regression models, such as linear regression and analysis of variance, are discussed. Optimality of estimators and tests is also discussed in this book, as well as the selection of the most suitable model. Each chapter ends with a practical example in which described statistical methods are applied. This book is based on basic knowledge of probability theory, calculus, and linear algebra for the reader.
Other form:Print version: Bijma, Fetsje. Introduction to mathematical statistics. Amsterdam, [Netherlands] : Amsterdam University Press, ©2017 xi, 368 pages 9789462985100
Standard no.:10.1515/9789048536115