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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
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
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
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 for policy-relevant effects of interventions on time-to-event outcomes
Breskin, Alexander, Edmonds, Andrew, Cole, Stephen R, Westreich, Daniel, Cocohoba, Jennifer, Cohen, Mardge H, Kassaye, Seble G, Metsch, Lisa R, Sharma, Anjali, Williams, Michelle S, Adimora, Adaora A
Published in International journal of epidemiology (23.01.2021)
Published in International journal of epidemiology (23.01.2021)
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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
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
G-computation estimation for causal inference with complex longitudinal data
Neugebauer, Romain, van der Laan, Mark J.
Published in Computational statistics & data analysis (01.12.2006)
Published in Computational statistics & data analysis (01.12.2006)
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Journal Article
Application of deep learning to predict the low serum albumin in new hemodialysis patients
Yang, Cheng-Hong, Chen, Yin-Syuan, Chen, Jin-Bor, Huang, Hsiu-Chen, Chuang, Li-Yeh
Published in Nutrition & metabolism (24.04.2023)
Published in Nutrition & metabolism (24.04.2023)
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Journal Article