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As with any other method, linear regression is based on assumptions which have to be fulfilled for correct results:

These assumptions should be checked by inspecting the data and the residuals. One should always look at the X-Y plot, at the histogram of the residuals, and at the residuals plotted against Xi.

Last Update: 2004-Jul-03