SUMMARYAn approximate formula is derived for the variance of int,raclass correlation when unequal numbers of observatioils per group occur. The effect on the variance of t of adding groups with single observations is examined using the formula and results obtained by empirically generating data on a comp~t~er. The empirical results indicate that the approximate formula is satisfactory over the range of numbers used.Adding a group witjh fewer than the average number of observations per group tends to reduce Tit by increasing the degrees of freedom for groups by one, but tends to increase V t by decreasing the average precision of estimating group means. The net effect can be either negative or positive, depending on t, s and the ni's. Robertson [I9621 pointed out that, when the ratio of the between group mean square to the within group mean square is small, exclusion of groups below half the average size will reduce the variance of the between group component. He further suggested a method for combining estimates of the between group component when n is highly variable.Results using the formula show that tJhe point where efficiency is lost when a group of size one is added is primarily a function of the number per group, and is affected very little by the number of groups. The value of n where groups of size one should be excluded is shown graphically for varying levels of t. Increases in Tit are demonstrated using the empirical data. The empirical results suggest that the increase in V t may be even larger than the formula indicates, especially for large values of t. Only the addition of groups of size one is studied. Adding small groups larger than one would also tend to increase Tit when n and t are small.
scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.
customersupport@researchsolutions.com
10624 S. Eastern Ave., Ste. A-614
Henderson, NV 89052, USA
This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.
Copyright © 2025 scite LLC. All rights reserved.
Made with 💙 for researchers
Part of the Research Solutions Family.