Question 8 of 10Pro Only
How do you handle experiments where users can influence each other, such as in social networks or marketplaces? What is SUTVA and why does it matter?
Sample answer preview
Standard A/B testing assumes that one user's treatment assignment does not affect other users' outcomes. This assumption, called the Stable Unit Treatment Value Assumption or SUTVA, is violated in many important contexts, leading to biased treatment effect estimates if not…
SUTVAinterferencenetwork effectsspillovercluster randomizationego-cluster