Novel Criteria to Exclude the Surrogate Paradox and Their Optimalities

Yunjian Yin, Lan Liu, Zhi Geng +1

When the primary outcome is hard to collect, surrogate endpoint is typically used as a substitute. However, even when the treatment has a positive average causal effect (ACE) on th…