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Methods for dealing with time-dependent confounding
Daniel, R.M., Cousens, S.N., De Stavola, B.L., Kenward, M. G., Sterne, J. A. C.
Published in Statistics in medicine (30.04.2013)
Published in Statistics in medicine (30.04.2013)
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Journal Article
Time-Dependent Confounding in the Study of the Effects of Regular Physical Activity in Chronic Obstructive Pulmonary Disease: An Application of the Marginal Structural Model
Garcia-Aymerich, Judith, Lange, Peter, Serra, Ignasi, Schnohr, Peter, Antó, Josep M.
Published in Annals of epidemiology (01.10.2008)
Published in Annals of epidemiology (01.10.2008)
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Journal Article
Simulating longitudinal data from marginal structural models using the additive hazard model
Keogh, Ruth H., Seaman, Shaun R., Gran, Jon Michael, Vansteelandt, Stijn
Published in Biometrical journal (01.10.2021)
Published in Biometrical journal (01.10.2021)
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Journal Article
G-Computation Demonstration in Estimating Causal Effects with Time-Dependent Confounding
Liu, Fuhao, Shuai, Yongmin, Zhang, Xin, Xiong, Yunfei, Zeng, Yong
Published in 2022 IEEE 2nd International Conference on Software Engineering and Artificial Intelligence (SEAI) (10.06.2022)
Published in 2022 IEEE 2nd International Conference on Software Engineering and Artificial Intelligence (SEAI) (10.06.2022)
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Conference Proceeding
G-estimation of structural nested mean models for competing risks data using pseudo-observations
Tanaka, Shiro, Brookhart, M Alan, Fine, Jason P
Published in Biostatistics (Oxford, England) (01.10.2020)
Published in Biostatistics (Oxford, England) (01.10.2020)
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Journal Article
Avoiding Time-Related Biases: A Feasibility Study on Antidiabetic Drugs and Pancreatic Cancer Applying the Parametric g-Formula to a Large German Healthcare Database
Börnhorst, Claudia, Reinders, Tammo, Rathmann, Wolfgang, Bongaerts, Brenda, Haug, Ulrike, Didelez, Vanessa, Kollhorst, Bianca
Published in Clinical epidemiology (01.01.2021)
Published in Clinical epidemiology (01.01.2021)
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Journal Article
Performance of the marginal structural cox model for estimating individual and joined effects of treatments given in combination
Lusivika-Nzinga, Clovis, Selinger-Leneman, Hana, Grabar, Sophie, Costagliola, Dominique, Carrat, Fabrice
Published in BMC medical research methodology (04.12.2017)
Published in BMC medical research methodology (04.12.2017)
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Journal Article
A graphical perspective of marginal structural models: An application for the estimation of the effect of physical activity on blood pressure
Talbot, Denis, Rossi, Amanda M, Bacon, Simon L, Atherton, Juli, Lefebvre, Geneviève
Published in Statistical methods in medical research (01.08.2018)
Published in Statistical methods in medical research (01.08.2018)
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Journal Article
Analysing direct effects in randomized trials with secondary interventions: an application to human immunodeficiency virus prevention trials
Rosenblum, Michael, Jewell, Nicholas P, Laan, Mark van der, Shiboski, Stephen, Straten, Ariane van der, Padian, Nancy
Published in Journal of the Royal Statistical Society. Series A, Statistics in society (01.04.2009)
Published in Journal of the Royal Statistical Society. Series A, Statistics in society (01.04.2009)
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Journal Article
Comparison of the Inverse Probability of Treatment Weighted (IPTW) Estimator With a Naïve Estimator in the Analysis of Longitudinal Data With Time-Dependent Confounding: A Simulation Study
Haight, Thaddeus, Neugebauer, Romain, Tager, Ira, van der Laan, Mark
Published in IDEAS Working Paper Series from RePEc (01.01.2004)
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Published in IDEAS Working Paper Series from RePEc (01.01.2004)
Paper
Physical activity and lung function—Cause or consequence?
Bédard, Annabelle, Carsin, Anne-Elie, Fuertes, Elaine, Accordini, Simone, Dharmage, Shyamali C., Garcia-Larsen, Vanessa, Heinrich, Joachim, Janson, Christer, Johannessen, Ane, Leynaert, Bénédicte, Sánchez-Ramos, José Luis, Peralta, Gabriela P., Pin, Isabelle, Squillacioti, Giulia, Weyler, Joost, Jarvis, Deborah, Garcia-Aymerich, Judith
Published in PloS one (20.08.2020)
Published in PloS one (20.08.2020)
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Journal Article
Marginal structural models for repeated measures where intercept and slope are correlated: An application exploring the benefit of nutritional supplements on weight gain in HIV-infected children initiating antiretroviral therapy
Farmer, Ruth E., Daniel, Rhian, Ford, Deborah, Cook, Adrian, Musiime, Victor, Bwakura-Dangarembizi, Mutsa, Gibb, Diana M., Prendergast, Andrew J., Walker, A. Sarah
Published in PloS one (09.07.2020)
Published in PloS one (09.07.2020)
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Journal Article
Timing of Antiretroviral Therapy Initiation and Risk of Cancer Among Persons Living With Human Immunodeficiency Virus
Silverberg, Michael J, Leyden, Wendy, Hernández-Ramírez, Raúl U, Qin, Li, Lin, Haiqun, Justice, Amy C, Hessol, Nancy A, Achenbach, Chad J, D’Souza, Gypsyamber, Engels, Eric A, Althoff, Keri N, Mayor, Angel M, Sterling, Timothy R, Kitahata, Mari M, Bosch, Ronald J, Saag, Michael S, Rabkin, Charles S, Horberg, Michael A, Gill, M John, Grover, Surbhi, Mathews, W Christopher, Li, Jun, Crane, Heidi M, Gange, Stephen J, Lau, Bryan, Moore, Richard D, Dubrow, Robert, Neugebauer, Romain S
Published in Clinical infectious diseases (01.06.2021)
Published in Clinical infectious diseases (01.06.2021)
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Journal Article
Marshall Joffe’s Contributions to Causal Inference, Biostatistics, and Epidemiology
Isenberg, Dane, Kennedy, Edward H, Landis, J Richard, Mitra, Nandita, Robins, James M, Roy, Jason, Stephens-Shields, Alisa J, Yang, Wei, Small, Dylan S
Published in American journal of epidemiology (08.04.2024)
Published in American journal of epidemiology (08.04.2024)
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Journal Article