Staggered Rollout Designs Enable Causal Inference Under Interference Without Network Knowledge

Mayleen Cortez, Matthew Eichhorn, Christina Lee Yu

Randomized experiments are widely used to estimate causal effects across a variety of domains. However, classical causal inference approaches rely on critical independence assumpti…