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Beyond Pearson's Correlation: Modern Nonparametric Independence Tests for Psychological Research

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When examining whether two continuous variables are associated, tests based on Pearson's, Kendall's, and Spearman's correlation coefficients are typically used. This paper explores modern nonparametric independence tests as an alternative, which, unlike tradit... ...