Introduction to Statistical Limit Theory (Chapman & Hall/CRC Texts in Statistical Science) - Softcover

Buch 22 von 126: Chapman & Hall/CRC Texts in Statistical Science

Polansky, Alan M.

 
9780367383138: Introduction to Statistical Limit Theory (Chapman & Hall/CRC Texts in Statistical Science)
Softcover
ISBN 10: 0367383136 ISBN 13: 9780367383138
Verlag: Chapman and Hall/CRC, 2019

Inhaltsangabe

Helping students develop a good understanding of asymptotic theory, Introduction to Statistical Limit Theory provides a thorough yet accessible treatment of common modes of convergence and their related tools used in statistics. It also discusses how the results can be applied to several common areas in the field.





The author explains as much of the background material as possible and offers a comprehensive account of the modes of convergence of random variables, distributions, and moments, establishing a firm foundation for the applications that appear later in the book. The text includes detailed proofs that follow a logical progression of the central inferences of each result. It also presents in-depth explanations of the results and identifies important tools and techniques. Through numerous illustrative examples, the book shows how asymptotic theory offers deep insight into statistical problems, such as confidence intervals, hypothesis tests, and estimation.





With an array of exercises and experiments in each chapter, this classroom-tested book gives students the mathematical foundation needed to understand asymptotic theory. It covers the necessary introductory material as well as modern statistical applications, exploring how the underlying mathematical and statistical theories work together.

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Über die Autorin bzw. den Autor

Alan M. Polansky is an associate professor in the Division of Statistics at Northern Illinois University. Dr. Polansky is the author of Observed Confidence Levels: Theory and Application (CRC Press, October 2007). His research interests encompass nonparametric statistics and industrial applications of statistics.

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Verlag
Chapman and Hall/CRC
Erscheinungsdatum
2019
Sprache
Englisch
ISBN 10 
0367383136
ISBN 13 
9780367383138
Einband
Taschenbuch
Auflage
1
Anzahl der Seiten
625
Kontakt zum Hersteller
preigu GmbH & Co. KG
mail@preigu.de

Lengericher Landstr. 19
Osnabrück
Niedersachsen
49078
Deutschland

Weitere beliebte Ausgaben desselben Titels

9781420076608: Introduction to Statistical Limit Theory (Texts in Statistical Science)

Vorgestellte Ausgabe

ISBN 10:  1420076604 ISBN 13:  9781420076608
Verlag: Chapman and Hall/CRC, 2011
Hardcover