On the identification of individual principal stratum direct, natural direct and pleiotropic effects without cross world independence assumptions

Jaffer M. Zaidi, Tyler J. VanderWeele

The analysis of natural direct and principal stratum direct effects has a controversial history in statistics and causal inference as these effects are commonly identified with eit…