What are some advantages of the Spearman rank correlation coefficient over the P

Question

What are some advantages of the Spearman rank correlation coefficient over the Pearson correlation coefficient? Choose the correct answer below.

A. The Spearman rank correlation coefficient is only to be used to describe the relationship between linear data. Also, it can be used for data at the ordinal level and it is easier to calculate by hand than the Pearson correlation coefficient.

B. The Spearman rank correlation coefficient is only to be used to describe the relationship between nonlinear data. Also, it can be used for data at the ordinal level and it is easier to calculate by hand than the Pearson correlation coefficient.

C. The Spearman rank correlation coefficient can be used to describe the relationship between linear or nonlinear data. Also, it can be used for data at the ordinal level and it is easier to calculate by hand than the Pearson correlation coefficient.

Explanation / Answer

C. The Spearman rank correlation coefficient can be used to describe the relationship between linear or nonlinear data. Also, it can be used for data at the ordinal level and it is easier to calculate by hand than the Pearson correlation coefficient.

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