The method of Cohen, Ma and Sackrowitz (2012) [3] is applied to the problems of multiple testing and simultaneous interval estimation of correlated correlations. A large sample method is assumed and thus the basic statistics considered are Fisher’s z statistics. The asymptotic joint distribution of the z statistics is derived and utilized in the procedure. An example using data from Westfall and Young (1993) [10] is provided.