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An Introduction to Mathematical Statistics

An Introduction to Mathematical Statistics

0 - Default Title
Description
Statistics is the science that focuses on drawing conclusions from data, by modeling and analyzing the data using probabilistic models. In 'An Introduction to Mathematical Statistics' the authors describe 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 three main topics in statistics are estimators, tests, and confidence regions. The authors illustrate these in many examples, with a separate chapter on regression models, including linear regression and analysis of variance. They also discuss the optimality of estimators and tests, as well as the selection of the best-fitting model.Each chapter ends with a case study in which the described statistical methods are applied. This book assumes a basic knowledge of probability theory, calculus, and linear algebra.
Product details
Binding:
Paperback
Edition:
1
Number of Pages:
384
Release Date:
2017-05-15
Publication Date:
2017-05-15
Publisher:
Taylor & Francis
Languages:
Original: English
ISBN10:
9462985103
ISBN13:
9789462985100
GPSR Manufacturer Reference:
[email protected]
Weight:
857 g
Height:
168 cm
Width:
239 cm
Thickness:
20 cm
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