I have two sets of pairs:
correlation is the Pearson coefficient between two samples, and
distance is their relative distance according to some measure.
For each value of
distance, I usually have lots of values of correlation.
I want to test if the correlation in the first set is higher than the correlation in the second one.
What I want to test is if for any fixed distance, in general the correlations are higher in the first set; I would like to associate a pValue to this.
I have no idea on how to proceed, can you help?