What are the Advantages and Disadvantages of Spearman's Rank Correlation?
Advantages
Does not require data to be normally distributed. Less affected by outliers. Can handle ordinal data.
Disadvantages
Less powerful than parametric tests like Pearson's correlation when data meet parametric assumptions. Only assesses monotonic relationships, not necessarily linear ones.