The purpose of the two-stock regression analysis is to determine the relationship between returns of two stocks. With some pairs of stocks, the two stock prices will tend to move in tandem.

Residuals from fit are often examined in regression analysis. A test suggested by Ellenberg [5] and Prescott [7] for the largest residual being an outlier is implemented through table development.