D. Spearman’s rank correlation.
Spearman’s rank correlation coefficient is a non-parametric measure of statistical dependence between two variables. It assesses how well the relationship between two variables can be described using a monotonic function. Unlike the one-sample t-test, two-way ANOVA, and correlation coefficient, Spearman’s rank correlation does not assume a specific distribution for the data and does not require the variables to be normally distributed. Therefore, it is considered a non-parametric test.
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