8: Correlations & Partial Correlations Flashcards
What is the non-parametric equivalent to the correlation?
spearman’s rho = >20 cases
kendall’s tau = <20 cases
what is a bivariate linear correlation
correlation examining the relationship between 2 variables
what does the correlation coefficient (r) show?
a measure of the strength of association between the two variables
what is covariance?
a measure of the variance shared between our x and y variables
what are the df for r?
n-2
what is shared variance?
expresses the proportion of the separate variances for our 2 variables that is shared
how do you calculate shared variance?
r^2
what is the statistical value for effect size for correlations?
r^2 - It tells us how much of the variance in y can be ‘explained by’ x