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Spearman's rank correlation coefficient

Summary of Spearman's rank correlation coefficient
The Spearman rank correlation can give a measure of the correlation of two groups that have a linear or curvilinear distribution. Since it is based on rank, it is a non-parametric test that is not based on a Gaussian distribution. 

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Spearman's rank correlation coefficient

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Spearman's rank correlation coefficient

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If changing one variable causes change in the matched variable, then the variables are