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Proximal Causal Inference without Uniqueness Assumptions.
Zhang J, Li W, Miao W, Tchetgen ET. Zhang J, et al. Stat Probab Lett. 2023 Jul;198:109836. doi: 10.1016/j.spl.2023.109836. Epub 2023 Mar 21. Stat Probab Lett. 2023. PMID: 38405420 Free PMC article.
Causal inference, social networks and chain graphs.
Ogburn EL, Shpitser I, Lee Y. Ogburn EL, et al. J R Stat Soc Ser A Stat Soc. 2020 Oct;183(4):1659-1676. doi: 10.1111/rssa.12594. Epub 2020 Jul 18. J R Stat Soc Ser A Stat Soc. 2020. PMID: 34316102 Free PMC article.
Fair Inference on Outcomes.
Nabi R, Shpitser I. Nabi R, et al. Proc AAAI Conf Artif Intell. 2018 Feb;2018:1931-1940. Epub 2018 Apr 25. Proc AAAI Conf Artif Intell. 2018. PMID: 29796336 Free PMC article.
Auto-G-Computation of Causal Effects on a Network.
Tchetgen Tchetgen EJ, Fulcher IR, Shpitser I. Tchetgen Tchetgen EJ, et al. J Am Stat Assoc. 2021;116(534):833-844. doi: 10.1080/01621459.2020.1811098. Epub 2020 Oct 1. J Am Stat Assoc. 2021. PMID: 34366505 Free PMC article.
Intervening on Network Ties.
Sherman E, Shpitser I. Sherman E, et al. Uncertain Artif Intell. 2019 Jul;2019:352. Uncertain Artif Intell. 2019. PMID: 31885519 Free PMC article.
57 results