Polansky, A: Introduction to Statistical Limit Theory
Language: English
Published by CRC Press, 2011
Series: Book 22 of 126 - Chapman & Hall/CRC Texts in Statistical Science
- Hardcover
- New
Condition: New
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Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Alan M. Polansky is an associate professor in the Division of Statistics at Northern Illinois University. Dr. Polansky is the author of Helping students develop a good understanding of asymptotic theory, Introduction t.
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- Title
- Polansky, A: Introduction to Statistical Limit Theory
- Author
- Alan M. Polansky
- Publisher
- CRC Press
- Publication year
- 2011
- Condition
- New
- Binding
- Gebunden
- Language
- English
- ISBN 10
- 1420076604
- ISBN 13
- 9781420076608
- Series
- Book 22 of 126: Chapman & Hall/CRC Texts in Statistical Science
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.
"Synopsis" may belong to another edition of this title.
About the Author
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.
"About the title" may belong to another edition of this title.
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