2 papers
math.ST2019
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…
stat.ME2019
Quantifying and Detecting Individual Level `Always Survivor' Causal Effects Under `Truncation by Death' and Censoring Through Time
Jaffer M. Zaidi, Eric J. Tchetgen Tchetgen, Tyler J. VanderWeele
The analysis of causal effects when the outcome of interest is possibly truncated by death has a long history in statistics and causal inference. The survivor average causal effect…