Statistics is the science that focuses on drawing conclusions from data, by analyzing and modeling the data using probabilistic models. In * An Introduction to Mathematical Statistics* (PDF) the author describes key concepts from statistics and give a mathematical basis for important statistical methods. Much attention is paid to the sound application of those methods to data. The 3 main topics in statistics are tests, confidence regions and estimators. The authors illustrate these in many good examples, with a separate chapter on regression models, including analysis of variance and linear regression. They also discuss the optimality of estimators and tests, as well as the selection of the best-fitting models. Every chapter ends with a case study in which the described statistical methods are applied. This ebook assumes a basic knowledge of calculus, linear algebra and probability theory.

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# An Introduction to Mathematical Statistics – PDF

## eBook details

**Author:**Fetsje Bijma**File Size:**5 MB**Format:**PDF**Length:**384 pages**Publisher:**Amsterdam University Press; 1st edition**Date:**May 15, 2017**Language:**English**ISBN-10:**9462985103**ISBN-13:**9789462985100

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