Sergei Leonenkov

Interference Among First-Price Pacing Equilibria: A Bias and Variance Analysis

A/B testing is widely used in the internet industry. For online marketplaces (such as advertising markets), standard approaches to A/B testing may lead to biased results when buyers have budget constraints, as budget consumption in one arm of the experiment impacts performance of the other arm. Thi…