Proposes a modeling framework that consists of two components – a machine learning framework for targeting and click-through rate predictions and a stylized analytical framework for conducting data-sharing counterfactuals and examining economic incentives in this marketplace. Applies framework to data from the leading in-app ad-network of an Asian country.
Read the Working Paper.