An Introduction to Bartlett Correction and Bias Reduction von Gauss M. Cordeiro | ISBN 9783642552557

An Introduction to Bartlett Correction and Bias Reduction

von Gauss M. Cordeiro und Francisco Cribari-Neto
Mitwirkende
Autor / AutorinGauss M. Cordeiro
Autor / AutorinFrancisco Cribari-Neto
Buchcover An Introduction to Bartlett Correction and Bias Reduction | Gauss M. Cordeiro | EAN 9783642552557 | ISBN 3-642-55255-2 | ISBN 978-3-642-55255-7
Leseprobe

From the book reviews:

“This monograph endeavors to give a review of research on the topic of Bartlett and Bartlett-type corrections that can be applied to test statistics as well as bias corrections of maximum likelihood estimators. The authors have written an interesting book, which is intended to serve the need of researchers and graduate students in statistics. The book could also be very useful as a supplement for graduate level courses among others in statistical inference.” (Apostolos Batsidis, zbMATH 1306.62025, 2015)

An Introduction to Bartlett Correction and Bias Reduction

von Gauss M. Cordeiro und Francisco Cribari-Neto
Mitwirkende
Autor / AutorinGauss M. Cordeiro
Autor / AutorinFrancisco Cribari-Neto

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.