Extremal Correlation Coefficients for Bivariate Probability Distributions with Specified Marginal Distributions

Suppose we have two random variables that have given probability distributions. Is it possible that their correlation coefficient can assume any value in [ − 1 , 1 ] ? It turns out that the answer ...