An Introduction to Mathematical Statistics

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Sprache: Englisch

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Beschreibung

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 [...] 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.

Über den Autor

Fetsje Bijma worked as an assistant professor of mathematics at the Vrije Universiteit Amsterdam for 10 years. She studied mathematics at the University of Groningen and received a Ph.D. at the Faculty of Medicine of the Vrije Universiteit Amsterdam. She now works in industry.

Details

Erscheinungsjahr:	2017
Genre:	Importe
Rubrik:	Wissenschaften
Medium:	Taschenbuch
Inhalt:	Kartoniert / Broschiert
ISBN-13:	9789462985100
ISBN-10:	9462985103
Sprache:	Englisch
Einband:	Kartoniert / Broschiert
Autor:	Vaart, Aad Bijma, Fetsje Jonker, Marianne
Übersetzung:	Erne, Reinie
Auflage:	3. Auflage
Hersteller:	Amsterdam University Press
Verantwortliche Person für die EU:	Libri GmbH, Europaallee 1, D-36244 Bad Hersfeld, gpsr@libri.de
Maße:	172 x 240 x 18 mm
Von/Mit:	Aad Vaart (u. a.)
Erscheinungsdatum:	15.05.2017
Gewicht:	0,792 kg