What are the assumptions made by the Spearman’s Rank Correlation test?

  • The data is continuous and the relationship is monotonic
  • The data is normally distributed and linear
  • The data is ordinal and the relationship is linear
  • The data is ordinal or continuous and the relationship is monotonic
The Spearman’s Rank Correlation test assumes that the variables are ordinal or continuous and that the relationship between them is monotonic. It does not require the relationship to be linear or the data to be normally distributed.
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