A semiparametric, information-based estimator is used to estimate strategie
s in prices and advertising for Coca-Cola and Pepsi-Cola. Separate strategi
es for each firm are estimated with and without restrictions from game theo
ry. These information/entropy estimators are consistent and efficient. Thes
e estimates are used to test theories about the strategies of firms and to
see how changes in incomes or factor prices affect these strategies.