Bounding long run treatment effects.
A key problem in experimentation: how can we learn about long-run impacts from short-run experiment results? Surrogacy methods impose very strong assumptions to get at a solution. This blog posts looks at methods to relax those assumptions to get more robust bounds on long run effects.