The correlation between r.v.s and is

given that both variances are greater than zero.


Location-scale transformations do not affect correlations, as long as we don’t multiply the variables by zero. So, we have for .

This implies correlation does not depend on units of measurement.

It must be true that . A perfect correlation is given by and signifies a completely linear relationship between and .