We analyze the effects of better algorithmic demand forecasting on collusive profits. We show that the comparative statics crucially depend on the whether actions are observable. Thus, the optimal antitrust policy needs to take into account the institutional settings of the industry in question....

So far, if one wished to analyse economic markets in all their complexity - i.e. by incorporating all information regarding firm and consumer behavior available from the fields of economics, marketing, consumer research, competitive strategy, and business analysis - she had to use formulas with...

Mathematical forecasting approaches can lead to reliable demand forecast in some environments by extrapolating regular patterns in time-series. However, unpredictable events that do not appear in historical data can reduce the usefulness of mathematical forecasts for demand planning purposes....