Shpitser I - Search Results

1

Examining the Causal Mediating Role of Cardiovascular Disease on the Effect of Subclinical Cardiovascular Disease on Cognitive Impairment via Separable Effects.

Andrews RM, Shpitser I, Didelez V, Chaves PHM, Lopez OL, Carlson MC. Andrews RM, et al. Among authors: shpitser i. J Gerontol A Biol Sci Med Sci. 2023 Jul 8;78(7):1172-1178. doi: 10.1093/gerona/glad077. J Gerontol A Biol Sci Med Sci. 2023. PMID: 36869806 Free PMC article.

2

Using Big Data Analytics to Advance Precision Radiation Oncology.

McNutt TR, Benedict SH, Low DA, Moore K, Shpitser I, Jiang W, Lakshminarayanan P, Cheng Z, Han P, Hui X, Nakatsugawa M, Lee J, Moore JA, Robertson SP, Shah V, Taylor R, Quon H, Wong J, DeWeese T. McNutt TR, et al. Among authors: shpitser i. Int J Radiat Oncol Biol Phys. 2018 Jun 1;101(2):285-291. doi: 10.1016/j.ijrobp.2018.02.028. Epub 2018 Mar 2. Int J Radiat Oncol Biol Phys. 2018. PMID: 29726357

3

Examining the causal mediating role of brain pathology on the relationship between diabetes and cognitive impairment: the Cardiovascular Health Study.

Andrews RM, Shpitser I, Lopez O, Longstreth WT, Chaves PHM, Kuller L, Carlson MC. Andrews RM, et al. Among authors: shpitser i. J R Stat Soc Ser A Stat Soc. 2020 Oct;183(4):1705-1726. doi: 10.1111/rssa.12570. Epub 2020 May 8. J R Stat Soc Ser A Stat Soc. 2020. PMID: 34321718 Free PMC article.

4

Discussion on "Causal mediation of semicompeting risks" by Yen-Tsung Huang.

Fulcher IR, Shpitser I, Didelez V, Zhou K, Scharfstein DO. Fulcher IR, et al. Among authors: shpitser i. Biometrics. 2021 Dec;77(4):1165-1169. doi: 10.1111/biom.13519. Epub 2021 Sep 12. Biometrics. 2021. PMID: 34510405

5

Estimation of Personalized Effects Associated With Causal Pathways.

Nabi R, Kanki P, Shpitser I. Nabi R, et al. Among authors: shpitser i. Uncertain Artif Intell. 2018 Aug;2018:239. Uncertain Artif Intell. 2018. PMID: 30643490 Free PMC article.

6

Identification of Personalized Effects Associated With Causal Pathways.

Shpitser I, Sherman E. Shpitser I, et al. Uncertain Artif Intell. 2018 Aug;2018:198. Uncertain Artif Intell. 2018. PMID: 31565035 Free PMC article.

7

Robust inference on population indirect causal effects: the generalized front door criterion.

Fulcher IR, Shpitser I, Marealle S, Tchetgen Tchetgen EJ. Fulcher IR, et al. Among authors: shpitser i. J R Stat Soc Series B Stat Methodol. 2020 Feb;82(1):199-214. doi: 10.1111/rssb.12345. Epub 2019 Nov 8. J R Stat Soc Series B Stat Methodol. 2020. PMID: 33531864 Free PMC article.

8

Identification and Estimation Of Causal Effects from Dependent Data.

Sherman E, Shpitser I. Sherman E, et al. Among authors: shpitser i. Adv Neural Inf Process Syst. 2018 Dec;2018:9446-9457. Adv Neural Inf Process Syst. 2018. PMID: 30643365 Free PMC article.

9

Identification in Causal Models With Hidden Variables.

Shpitser I. Shpitser I. J Soc Fr Statistique (2009). 2020 Jul;161(1):91-119. Epub 2020 Jun 30. J Soc Fr Statistique (2009). 2020. PMID: 33240555 Free PMC article.

10

Identification and Estimation of Causal Effects Defined by Shift Interventions.

Sani N, Lee JJR, Shpitser I. Sani N, et al. Among authors: shpitser i. Proc Mach Learn Res. 2020 Aug;124:949-958. Proc Mach Learn Res. 2020. PMID: 33283199 Free PMC article.

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