Tests for comparing elements of a correlation matrix.
1980/03/01 by James H. Steiger · 43 citations
Agricultural and Biological Sciences · Computer Science · Mathematics · #Sensory Analysis and Statistical Methods #Advanced Statistical Modeling Techniques #Advanced Statistical Methods and Models
paper · doi:10.1037/0033-2909.87.2.245
Abstract
In a variety of situations in psychological research, it is desirable to be able to make statistical comparisons between correlation coefficients measured on the same individuals. For example, an experimenter may wish to assess whether two predictors correlate equally with a criterion variable. In another situation, the experimenter may wish to test the hypothesis that an entire matrix of correlations has remained stable over time. The present article reviews the literature on such tests, points out some statistics that should be avoided, and presents a variety of techniques that can be used safely with medium to large samples. Several illustrative numerical examples are provided.
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