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Five transformations of the correlation coefficient, namely, Fisher's z, Nair's u, Sankaran's v, Ruben's y and Samiuddin's t are compared numerically using confidence intervals. Samiuddin's ts transformation is close to the exact nominal confidence level for a small sample size ≤ 25 from a bivariate normal density. For a sample size > 25 both Samiuddin's ts and Fisher's z can be used. In the presence of an outlier (on a minor axis), both Fisher's z and Samiuddin's ts are not affected as long as |p| ≤ 0.3 but are seriously affected when |p&| > 0.3. 相似文献
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