When is the Spearman rank correlation coefficient preferred over the Pearson correlation coefficient?

Question

When is the Spearman rank correlation coefficient preferred over the Pearson correlation coefficient?
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Solution 1

The Spearman rank correlation coefficient is preferred over the Pearson correlation coefficient in the following situations:

  1. Non-Linear Relationships: Spearman's correlation is based on ranks and therefore it is a non-parametric correlation measure. It can capture non-linear relationships betwee Knowee AI StudyGPT is a powerful AI-powered study tool designed to help you to solve study prob
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