Pitman (1937b) discussed a randomization test for assessing the significance of a correlation coefficient in one of his three classic papers on “significance tests which may be applied to samples from any populations.” Because the regression coefficient for a simple linear regression is an equivalent test statistic to the correlation coefficient, his test is in effect the same as the one that will now be considered.