How do i check that two random variables satisfy the requirements for computing correlation via Pearson or Spearman? If the data is non-linear/ non-Monotonic, are there other tests i could use to compute a correlation coefficient?
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If one has an interval data on each of two variables, Pearson correlation can be calculated. Spearman correlation requires the rank data.