Econometric techniques can play an important role in damage quantification cases regarding breaches of antitrust law. In this short note, starting from a prima facie simple convention on how to interpret the estimated regression coefficients, we will discuss how a deep understanding of both the specific legal framework and the relevant technical aspects is important in order to evaluate econometric evidence correctly in the context of civil court litigation for antitrust damage quantification.