Example

Example of Computing Pearson's r

To compute Pearson's rr manually, start by transforming the raw scores of two quantitative variables into zz scores. For example, consider an XX variable with a mean of 4.004.00 and a standard deviation of 1.901.90, and a YY variable with a mean of 40.0040.00 and a standard deviation of 11.7811.78. If an individual's XX score is 44 (a zz score of 0.000.00) and their YY score is 3030 (a zz score of 0.85-0.85), their cross-product is 0.000.00. Another individual might have an XX score of 77 (z=1.58z = 1.58) and a YY score of 5454 (z=1.19z = 1.19), resulting in a cross-product of 1.881.88. By taking the mean of these cross-products for the entire sample, we arrive at the value for Pearson's rr. In this example, the mean of the cross-products is +0.53+0.53, indicating a positive relationship.

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Updated 2026-05-04

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