Effects of Population Distribution, Sample Size and Correlation Structure on Huberty’s Effect Size R

Abstract

Huberty’s (1994) R² is derived by subtracting the expected value of R² from an adjusted R², and the square root of Huberty’s R² is Huberty’s effect size R. The present study examined the effects of population distribution, sample size and population correlation structure on the statistical power of Huberty’s R.