Leniency programs have become widespread and are generally quite active as reflected in the number of applications. What is not well-understood is how they affect the number of cartels. This paper develops and explores a theoretical framework to help understand when leniency programs are likely...

A third party developer designs and sells a pricing algorithm that enhances a firm's ability to tailor prices to a source of demand variation, whether high-frequency demand shocks or market segmentation. The equilibrium pricing algorithm is characterized that maximizes the third party's profit...