Statisticians have shown that instead of using the special procedures involved in rank-order tests, approximately the same results can be obtained by transforming the scores into ranks and then using data transformations like the square root transformation. finding the mean of the scores' inverses. applying an ordinary parametric test, such as a t test. using a chi-square test