What is the effect of monotonic transformations on Spearman’s rank correlation coefficient?
- They decrease the coefficient
- They don't affect the coefficient
- They increase the coefficient
- They make the coefficient negative
Monotonic transformations do not affect the Spearman’s rank correlation coefficient. This is because Spearman's correlation is based on the rank order of data, and monotonic transformations preserve this order.
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