Dufour et al.(1998) defined correlation test as those based on the ratio of two weighted least-squares estimates of scale obtained from order statistic. The two estimates are the normally distributed weighted least squares estimates and the sample variance from other population. Some of the regression and correlation tests are Shapiro-Wilk test and Ryan-Joiner test. Only the Shopiro-Wilk test is discussed in this paper.