The transformation of the Pearson's product moment correlation coefficient, r, can be given by The statistic z has the normal distribution with mean here ρ is the population correlation value and variance 1/(n - 3) where n is sample size. The transformation might be used to test hypotheses and to construct confidence intervals for ρ.