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An Introduction to Bartlett Correction and Bias Reduction

Paperback Engels 2014 9783642552540
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Samenvatting

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.

Specificaties

ISBN13:9783642552540
Taal:Engels
Bindwijze:Paperback
Aantal pagina's:107
Uitgever:Springer Berlin Heidelberg

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Inhoudsopgave

Preface.- Likelihood-Based Inference and Finite-Sample Corrections: A Brief Overview.- Bartlett Corrections and Bootstrap Testing Inference.- Bartlett-Type Corrections.- Analytical and Bootstrap Bias Corrections.- Supplementary Material.- Glossary.

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          An Introduction to Bartlett Correction and Bias Reduction