An Introduction to Bartlett Correction and Bias Reduction

Business & Finance, Economics, Econometrics, Nonfiction, Science & Nature, Mathematics, Statistics
Cover of the book An Introduction to Bartlett Correction and Bias Reduction by Gauss M. Cordeiro, Francisco Cribari-Neto, Springer Berlin Heidelberg
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Author: Gauss M. Cordeiro, Francisco Cribari-Neto ISBN: 9783642552557
Publisher: Springer Berlin Heidelberg Publication: May 8, 2014
Imprint: Springer Language: English
Author: Gauss M. Cordeiro, Francisco Cribari-Neto
ISBN: 9783642552557
Publisher: Springer Berlin Heidelberg
Publication: May 8, 2014
Imprint: Springer
Language: English

This book presents a concise introduction to Bartlett and Bartlett-type corrections of statistical tests and bias correction of point estimators. The underlying idea behind both groups of corrections is to obtain higher accuracy in small samples. While the main focus is on corrections that can be analytically derived, the authors also present alternative strategies for improving estimators and tests based on bootstrap, a data resampling technique and discuss concrete applications to several important statistical models.

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This book presents a concise introduction to Bartlett and Bartlett-type corrections of statistical tests and bias correction of point estimators. The underlying idea behind both groups of corrections is to obtain higher accuracy in small samples. While the main focus is on corrections that can be analytically derived, the authors also present alternative strategies for improving estimators and tests based on bootstrap, a data resampling technique and discuss concrete applications to several important statistical models.

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