Improving the Estimation of Lifetime Effects in A/B Testing via Treatment Locality

Shuze Chen, David Simchi-Levi, Chonghuan Wang

Utilizing randomized experiments to evaluate the effect of short-term treatments on the short-term outcomes has been well understood and become the golden standard in industrial pr…