Synthetic Controls

Introduction & Motivation

Randomized controlled trials (RCTs) have long been a staple to infer causal effects of interest for tech companies, such as the effect of a new user interface on user engagement, the impact of an algorithmic change on user behavior, or the effectiveness of a marketing campaign on sales. The randomized nature of RCTs helps to address confounding factors, making them a gold standard in establ...