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Causal indirect and direct effects provide an interpretable method for decomposing the total effect of an exposure on an outcome into the effect through a mediator and the effect through all other pathways.
“Maximum likelihood from incomplete data via the EM algorithm”
Arthur Dempster, Nan Laird and Donald Rubin · 1977
Earlier work this paper cites.
“A note on the regression analysis of censored data”
Murray Aitkin · 1981
Earlier work this paper cites.
“The moderator–mediator variable distinction in social psychological research: Conceptual, strategic, and statistical considerations.”
Reuben Baron and David Kenny · 1986
Earlier work this paper cites.
“A Monte Carlo implementation of the EM algorithm and the poor man’s data augmentation algorithms”
Greg Wei and Martin Tanner · 1990
Earlier work this paper cites.
“Identifiability and exchangeability for direct and indirect effects”
James Robins and Sander Greenland · 1992
Earlier work this paper cites.
“Maximum likelihood algorithms for generalized linear mixed models”
Charles McCulloch · 1997
Earlier work this paper cites.
“Direct and indirect effects”
Judea Pearl · 2001
Earlier work this paper cites.
“Correlation coefficient estimation involving a left censored laboratory assay variable”
Robert Lyles, Dongjie Fan and Rutt Chuachoowong · 2001
Cited alongside, same era.
“Maximum likelihood inference for left-censored HIV RNA data”
Henry Lynn · 2001
Cited alongside, same era.
“Estimating the odds ratio when exposure has a limit of detection”
Stephen Cole, Haitao Chu, Lei Nie and Enrique Schisterman · 2009
Cited alongside, same era.
“Identification, inference and sensitivity analysis for causal mediation effects”
Kosuke Imai, Luke Keele and Teppei Yamamoto · 2010
Cited alongside, same era.
“Predicting the outcomes of treatment to eradicate the latent reservoir for HIV-1”
Alison Hill et al · 2014
Cited alongside, same era.
“Defining and estimating causal direct and indirect effects when setting the mediator to specific values is not feasible”
“Barriers and strategies to achieve a cure for HIV”
Matthew Pitman, Jillian Lau, James McMahon and Sharon Lewin · 2018
Later among the works it cites.
“Progress report on HIV, viral hepatitis and sexually transmitted infections 2019: accountability for the global health sector strategies, 2016–2021”, 2019
World Organization · 2019
Later among the works it cites.
“Transmission of SARS-CoV-2: implications for infection prevention precautions: scientific brief, 09 July 2020”, 2020
World Organization · 2020
Later among the works it cites.
“An integrated system of air sampling and simultaneous enrichment for rapid biosensing of airborne coronavirus and influenza virus”
Hyeong Kim, Sanggwon An and Jungho Hwang · 2020
Later among the works it cites.
Serap Yıldırım, Beyhan Pekey and Hakan Pekey · 2020
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Judith Lok · 2016
Cited alongside, same era.
“The size of the expressed HIV reservoir predicts timing of viral rebound after treatment interruption”
Jonathan Li et al · 2016
Cited alongside, same era.
Later among the works it cites.
“Causal Organic Indirect and Direct Effects: Closer to the Original Approach to Mediation Analysis, with a Product Method for Binary Mediators”
Judith Lok and Ronald Bosch · 2021
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