Correlation Ratio: Mastering Non-Linear Data Patterns
The Correlation Ratio ($eta$): A Measure of Association in Psychology The Core Definition of the Correlation Ratio The Correlation Ratio (often symbolized by the Greek letter eta squared, $eta^2$) is a powerful statistical measure of association that quantifies the relationship between two variables when one is a categorical variable (nominal or ordinal) and the other […]
Pearson Correlation: Decoding Behavioral Patterns
Product-moment correlation is a statistical measure used to assess the strength and direction of the linear relationship between two variables (Kramer, 2021). It is also known as Pearson’s correlation coefficient (PCC) and is typically denoted by the symbol r. The strength of the correlation is determined by how close the data points lie to the […]
Factor Loading: Decoding the Hidden Patterns of Behavior
Factor loading is the measure of the correlation between the observed variable and the factor. It is used to determine the strength of the association between the observed variable and the factor in factor analysis. In factor analysis, factor loadings are used to determine how much the observed variables are associated with the latent variables […]