On Intraclass Correlation Coefficients

On Intraclass Correlation Coefficients

This paper uses Maximum likelihood estimation method to estimate the common correlation coefficients for multivariate datasets. We discuss a graphical tool, Q-Q plot, to test equality of the common intraclass correlation coefficients. Kolmogorov-Smirnov test and Cramér-von Mises test are used to che...

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Bibliographic Details
Main Author: Yu, Jianhui
Format: Others
Published: Digital Archive @ GSU 2009
Subjects:
Empirical likelihood
Bootstrap
QQ-plot
Maximum likelihood estimation
Intraclass correlation coefficient
Mathematics
Online Access:http://digitalarchive.gsu.edu/math_theses/75
http://digitalarchive.gsu.edu/cgi/viewcontent.cgi?article=1074&context=math_theses
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spelling ndltd-GEORGIA-oai-digitalarchive.gsu.edu-math_theses-10742013-04-23T03:22:23Z On Intraclass Correlation Coefficients Yu, Jianhui This paper uses Maximum likelihood estimation method to estimate the common correlation coefficients for multivariate datasets. We discuss a graphical tool, Q-Q plot, to test equality of the common intraclass correlation coefficients. Kolmogorov-Smirnov test and Cramér-von Mises test are used to check if the intraclass correlation coefficients are the same among populations. Bootstrap and empirical likelihood methods are applied to construct the confidence interval of the common intraclass correlation coefficients. 2009-07-17 text application/pdf http://digitalarchive.gsu.edu/math_theses/75 http://digitalarchive.gsu.edu/cgi/viewcontent.cgi?article=1074&context=math_theses Mathematics Theses Digital Archive @ GSU Empirical likelihood Bootstrap QQ-plot Maximum likelihood estimation Intraclass correlation coefficient Mathematics
collection NDLTD
format Others
sources NDLTD
topic Empirical likelihood
Bootstrap
QQ-plot
Maximum likelihood estimation
Intraclass correlation coefficient
Mathematics
spellingShingle Empirical likelihood
Bootstrap
QQ-plot
Maximum likelihood estimation
Intraclass correlation coefficient
Mathematics
Yu, Jianhui
On Intraclass Correlation Coefficients
description This paper uses Maximum likelihood estimation method to estimate the common correlation coefficients for multivariate datasets. We discuss a graphical tool, Q-Q plot, to test equality of the common intraclass correlation coefficients. Kolmogorov-Smirnov test and Cramér-von Mises test are used to check if the intraclass correlation coefficients are the same among populations. Bootstrap and empirical likelihood methods are applied to construct the confidence interval of the common intraclass correlation coefficients.
author Yu, Jianhui
author_facet Yu, Jianhui
author_sort Yu, Jianhui
title On Intraclass Correlation Coefficients
title_short On Intraclass Correlation Coefficients
title_full On Intraclass Correlation Coefficients
title_fullStr On Intraclass Correlation Coefficients
title_full_unstemmed On Intraclass Correlation Coefficients
title_sort on intraclass correlation coefficients
publisher Digital Archive @ GSU
publishDate 2009
url http://digitalarchive.gsu.edu/math_theses/75
http://digitalarchive.gsu.edu/cgi/viewcontent.cgi?article=1074&context=math_theses
work_keys_str_mv AT yujianhui onintraclasscorrelationcoefficients
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