Research Recap
Can Observational Methods Assess the Causal Effect of Ads?
Key Takeway
Randomized Controlled Trials (RCTs) are not always feasible for advertising measurement. Even using newer machine learning techniques, alternative observational methods are unlikely to reliably estimate causal effects until advertising platforms are willing to provide more information about how they implement auctions and deliver targeted ads.