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Nguyen, Trang Quynh; Ogburn, Elizabeth L.; Schmid, Ian; Sarker, Elizabeth B.; Greifer, Noah; Koning, Ina M.; Stuart, Elizabeth A. Causal mediation analysis: from simple to more robust strategies for estimation of marginal natural (in)direct effects. (English) Zbl 07649352 Stat. Surv. 17, 1-41 (2023). MSC: 62D20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Hines, Oliver; Vansteelandt, Stijn; Diaz-Ordaz, Karla Robust inference for mediated effects in partially linear models. (English) Zbl 1477.62339 Psychometrika 86, No. 2, 595-618 (2021). MSC: 62P15 62G05 62F35 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Babino, Lucia; Rotnitzky, Andrea; Robins, James Multiple robust estimation of marginal structural mean models for unconstrained outcomes. (English) Zbl 1436.62507 Biometrics 75, No. 1, 90-99 (2019). MSC: 62P10 62G35 × Cite Format Result Cite Review PDF Full Text: DOI
Rudolph, Kara E.; Sofrygin, Oleg; Zheng, Wenjing; van der Laan, Mark J. Robust and flexible estimation of stochastic mediation effects: a proposed method and example in a randomized trial setting. (English) Zbl 1420.92068 Epidemiol. Methods 7, No. 1, Article ID 20170007, 12 p. (2018). MSC: 92C60 62P10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Vansteelandt, Stijn; Joffe, Marshall Structural nested models and G-estimation: the partially realized promise. (English) Zbl 1331.62208 Stat. Sci. 29, No. 4, 707-731 (2014). MSC: 62G05 62P10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Tchetgen Tchetgen, Eric J.; Shpitser, Ilya Semiparametric theory for causal mediation analysis: efficiency bounds, multiple robustness and sensitivity analysis. (English) Zbl 1257.62033 Ann. Stat. 40, No. 3, 1816-1845 (2012). MSC: 62G05 62G35 62P15 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid