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Mediation analysis with time varying exposures and mediators

Citations

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Cited by:

  1. Zheng Wenjing & van der Laan Mark, 2017. "Longitudinal Mediation Analysis with Time-varying Mediators and Exposures, with Application to Survival Outcomes," Journal of Causal Inference, De Gruyter, vol. 5(2), pages 1-24, September.
  2. Kara E. Rudolph & Iván Díaz, 2022. "When the ends do not justify the means: Learning who is predicted to have harmful indirect effects," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 185(S2), pages 573-589, December.
  3. Cai Xiaoxuan & Loh Wen Wei & Crawford Forrest W., 2021. "Identification of causal intervention effects under contagion," Journal of Causal Inference, De Gruyter, vol. 9(1), pages 9-38, January.
  4. Shuxi Zeng & Elizabeth C. Lange & Elizabeth A. Archie & Fernando A. Campos & Susan C. Alberts & Fan Li, 2023. "A Causal Mediation Model for Longitudinal Mediators and Survival Outcomes with an Application to Animal Behavior," Journal of Agricultural, Biological and Environmental Statistics, Springer;The International Biometric Society;American Statistical Association, vol. 28(2), pages 197-218, June.
  5. Linda Valeri, 2023. "Causal mediation analysis with Stata," Biostatistics and Epidemiology Virtual Symposium 2023 03, Stata Users Group.
  6. Evan Munro & David Jones & Jennifer Brennan & Roland Nelet & Vahab Mirrokni & Jean Pouget-Abadie, 2023. "Causal Estimation of User Learning in Personalized Systems," Papers 2306.00485, arXiv.org.
  7. Kara E. Rudolph & Jonathan Levy & Mark J. van der Laan, 2021. "Transporting stochastic direct and indirect effects to new populations," Biometrics, The International Biometric Society, vol. 77(1), pages 197-211, March.
  8. Park Soojin & Kang Suyeon & Lee Chioun & Ma Shujie, 2023. "Sensitivity analysis for causal decomposition analysis: Assessing robustness toward omitted variable bias," Journal of Causal Inference, De Gruyter, vol. 11(1), pages 1-23, January.
  9. Chiara Di Maria & Antonino Abbruzzo & Gianfranco Lovison, 2024. "Longitudinal mediation analysis through generalised linear mixed models: a comparison of maximum-likelihood and Bayesian estimation," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 33(1), pages 287-302, March.
  10. Maarten J. Bijlsma & Ben Wilson, 2017. "Modelling the socio-economic determinants of fertility: a mediation analysis using the parametric g-formula," MPIDR Working Papers WP-2017-013, Max Planck Institute for Demographic Research, Rostock, Germany.
  11. Jessica Nisén & Maarten J. Bijlsma & Pekka Martikainen & Ben Wilson & Mikko Myrskylä, 2019. "The gendered impacts of delayed parenthood on educational and labor market outcomes: a dynamic analysis of population-level effects over young adulthood," MPIDR Working Papers WP-2019-017, Max Planck Institute for Demographic Research, Rostock, Germany.
  12. Vanessa Didelez, 2019. "Defining causal mediation with a longitudinal mediator and a survival outcome," Lifetime Data Analysis: An International Journal Devoted to Statistical Methods and Applications for Time-to-Event Data, Springer, vol. 25(4), pages 593-610, October.
  13. Alessandro Magrini, 2022. "Mediation analysis in recursive systems of distributed-lag linear regressions," Quality & Quantity: International Journal of Methodology, Springer, vol. 56(3), pages 1535-1555, June.
  14. Yuhao Deng & Haoyu Wei & Xia Xiao & Yuan Zhang & Yuanmin Huang, 2024. "Sequential Ignorability and Dismissible Treatment Components to Identify Mediation Effects," Mathematics, MDPI, vol. 12(15), pages 1-20, July.
  15. Bijlsma, Maarten J. & Tarkiainen, Lasse & Myrskylä, Mikko & Martikainen, Pekka, 2017. "Unemployment and subsequent depression: A mediation analysis using the parametric G-formula," Social Science & Medicine, Elsevier, vol. 194(C), pages 142-150.
  16. David G. Lugo‐Palacios & Jonathan M. Clarke & Søren Rud Kristensen, 2023. "Back to basics: A mediation analysis approach to addressing the fundamental questions of integrated care evaluations," Health Economics, John Wiley & Sons, Ltd., vol. 32(9), pages 2080-2097, September.
  17. Lan Luo, By & Shi, Chengchun & Wang, Jitao & Wu, Zhenke & Li, Lexin, 2025. "Multivariate dynamic mediation analysis under a reinforcement learning framework," LSE Research Online Documents on Economics 127112, London School of Economics and Political Science, LSE Library.
  18. Mats J. Stensrud & Jessica G. Young & Torben Martinussen, 2021. "Discussion on “Causal mediation of semicompeting risks” by Yen‐Tsung Huang," Biometrics, The International Biometric Society, vol. 77(4), pages 1160-1164, December.
  19. Cheng Lin & Adel Daoud & Maria Branden, 2022. "To What Extent Do Disadvantaged Neighborhoods Mediate Social Assistance Dependency? Evidence from Sweden," Papers 2206.04773, arXiv.org, revised Aug 2022.
  20. Annabelle Bédard & Zhen Li & Wassila Ait-hadad & Carlos A. Camargo & Bénédicte Leynaert & Christophe Pison & Orianne Dumas & Raphaëlle Varraso, 2021. "The Role of Nutritional Factors in Asthma: Challenges and Opportunities for Epidemiological Research," IJERPH, MDPI, vol. 18(6), pages 1-20, March.
  21. Wen Wei Loh & Beatrijs Moerkerke & Tom Loeys & Stijn Vansteelandt, 2022. "Nonlinear mediation analysis with high‐dimensional mediators whose causal structure is unknown," Biometrics, The International Biometric Society, vol. 78(1), pages 46-59, March.
  22. Bijlsma, Maarten J. & Wilson, Ben, 2020. "Modelling the socio-economic determinants of fertility: a mediation analysis using the parametric g-formula," LSE Research Online Documents on Economics 102414, London School of Economics and Political Science, LSE Library.
  23. McKetta, Sarah & Prins, Seth J. & Hasin, Deborah & Patrick, Megan E. & Keyes, Katherine M., 2022. "Structural sexism and Women's alcohol use in the United States, 1988–2016," Social Science & Medicine, Elsevier, vol. 301(C).
  24. Al-kassab-Córdova, Ali & Mezones-Holguin, Edward & Kaufman, Jay S., 2025. "Diminished returns of maternal education on children's vaccination status for indigenous women in Peru," Social Science & Medicine, Elsevier, vol. 370(C).
  25. Maarten J. Bijlsma & Ben Wilson, 2020. "Modelling the socio‐economic determinants of fertility: a mediation analysis using the parametric g‐formula," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 183(2), pages 493-513, February.
  26. Tat-Thang Vo & Hilary Davies-Kershaw & Ruth Hackett & Stijn Vansteelandt, 2022. "Longitudinal mediation analysis of time-to-event endpoints in the presence of competing risks," Lifetime Data Analysis: An International Journal Devoted to Statistical Methods and Applications for Time-to-Event Data, Springer, vol. 28(3), pages 380-400, July.
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