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Bias amplification in the g-computation algorithm for time-varying treatments: a case study of industry payments and prescription of opioid products
Inoue, Kosuke, Goto, Atsushi, Kondo, Naoki, Shinozaki, Tomohiro
Published in BMC medical research methodology (25.04.2022)
Published in BMC medical research methodology (25.04.2022)
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Journal Article
Causal inference using multivariate generalized linear mixed-effects models
Xu, Yizhen, Kim, Ji Soo, Hummers, Laura K, Shah, Ami A, Zeger, Scott L
Published in Biometrics (01.07.2024)
Published in Biometrics (01.07.2024)
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Journal Article
Auto-G-Computation of Causal Effects on a Network
Tchetgen Tchetgen, Eric J., Fulcher, Isabel R., Shpitser, Ilya
Published in Journal of the American Statistical Association (03.04.2021)
Published in Journal of the American Statistical Association (03.04.2021)
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Journal Article
Gender, HIV Testing and Stigma: The Association of HIV Testing Behaviors and Community-Level and Individual-Level Stigma in Rural South Africa Differ for Men and Women
Treves-Kagan, Sarah, El Ayadi, Alison M., Pettifor, Audrey, MacPhail, Catherine, Twine, Rhian, Maman, Suzanne, Peacock, Dean, Kahn, Kathleen, Lippman, Sheri A.
Published in AIDS and behavior (01.09.2017)
Published in AIDS and behavior (01.09.2017)
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Journal Article
G-computation of average treatment effects on the treated and the untreated
Wang, Aolin, Nianogo, Roch A., Arah, Onyebuchi A.
Published in BMC medical research methodology (09.01.2017)
Published in BMC medical research methodology (09.01.2017)
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Journal Article
Generalized framework for identifying meaningful heterogenous treatment effects in observational studies: A parametric data-adaptive G-computation approach
Nianogo, Roch A., O’Neill, Stephen, Inoue, Kosuke
Published in Statistical methods in medical research (01.04.2025)
Published in Statistical methods in medical research (01.04.2025)
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Journal Article
G-Computation to Causal Mediation Analysis With Sequential Multiple Mediators—Investigating the Vulnerable Time Window of HBV Activity for the Mechanism of HCV Induced Hepatocellular Carcinoma
Tai, An-Shun, Huang, Yen-Tsung, Yang, Hwai-I, Lan, Lauren V., Lin, Sheng-Hsuan
Published in Frontiers in public health (07.01.2022)
Published in Frontiers in public health (07.01.2022)
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Journal Article