Nov 23, 2012 · Regression analysis will produce a regression function of the data set, which is a mathematical model that best fits the available data. This can easily be represented by a scatter plot. Graphically regression is equivalent to finding the best fitting curve for the give data set. The function of the curve is the regression function.