Ilya Shpitser

Causal Graphs: Addressing the Confounding Problem Without Instruments or Ignorability

Ilya Shpitser, I. Shpitser, 2014, 1410.0473.

Comment on “Blessings of Multiple Causes”

Eric J. Tchetgen Tchetgen, Elizabeth L. Ogburn, Ilya Shpitser, 2019, Journal of the American Statistical Association.

Inferring Causal Effects on Collective Outcomes under Interference [R package netchain version 0.2.0]

Elizabeth L. Ogburn, Youjin Lee, Ilya Shpitser, 2020 .