Type of Document Master's Thesis Author Yu, Jianhui Author's Email Address matjxyx@langate.gsu.edu URN etd-07172009-134942 Title ON INTRACLASS CORRELATION COEFFICIENTS Degree Master of Science Department Mathematics and Statistics Advisory Committee
Advisor Name Title Yuanhui Xiao Committee Chair Jiawei Liu Committee Member Yixin Fang Committee Member Yu-Sheng Hsu Committee Member Keywords
- Empirical likelihood
- Bootstrap
- QQ-plot
- Maximum likelihood estimation
- Intraclass correlation coefficient
Date of Defense 2009-07-15 Availability mixed Abstract 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.Files
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