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Invited commentary: Agent-based models for causal inference—reweighting data and theory in epidemiology.

Hernán MA. Hernán MA. Am J Epidemiol. 2015 Jan 15;181(2):103-5. doi: 10.1093/aje/kwu272. Epub 2014 Dec 5. Am J Epidemiol. 2015. PMID: 25480820 Free PMC article.

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Marginal structural models and causal inference in epidemiology.

Robins JM, Hernán MA, Brumback B. Robins JM, et al. Among authors: hernan ma. Epidemiology. 2000 Sep;11(5):550-60. doi: 10.1097/00001648-200009000-00011. Epidemiology. 2000. PMID: 10955408

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Marginal structural models to estimate the causal effect of zidovudine on the survival of HIV-positive men.

Hernán MA, Brumback B, Robins JM. Hernán MA, et al. Epidemiology. 2000 Sep;11(5):561-70. doi: 10.1097/00001648-200009000-00012. Epidemiology. 2000. PMID: 10955409

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Causal knowledge as a prerequisite for confounding evaluation: an application to birth defects epidemiology.

Hernán MA, Hernández-Díaz S, Werler MM, Mitchell AA. Hernán MA, et al. Am J Epidemiol. 2002 Jan 15;155(2):176-84. doi: 10.1093/aje/155.2.176. Am J Epidemiol. 2002. PMID: 11790682

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Fallibility in estimating direct effects.

Cole SR, Hernán MA. Cole SR, et al. Among authors: hernan ma. Int J Epidemiol. 2002 Feb;31(1):163-5. doi: 10.1093/ije/31.1.163. Int J Epidemiol. 2002. PMID: 11914314

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Case-crossover and case-time-control designs in birth defects epidemiology.

Hernández-Díaz S, Hernán MA, Meyer K, Werler MM, Mitchell AA. Hernández-Díaz S, et al. Among authors: hernan ma. Am J Epidemiol. 2003 Aug 15;158(4):385-91. doi: 10.1093/aje/kwg144. Am J Epidemiol. 2003. PMID: 12915504

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A definition of causal effect for epidemiological research.

Hernán MA. Hernán MA. J Epidemiol Community Health. 2004 Apr;58(4):265-71. doi: 10.1136/jech.2002.006361. J Epidemiol Community Health. 2004. PMID: 15026432 Free PMC article.

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Marginal structural models for estimating the effect of highly active antiretroviral therapy initiation on CD4 cell count.

Cole SR, Hernán MA, Margolick JB, Cohen MH, Robins JM. Cole SR, et al. Among authors: hernan ma. Am J Epidemiol. 2005 Sep 1;162(5):471-8. doi: 10.1093/aje/kwi216. Epub 2005 Aug 2. Am J Epidemiol. 2005. PMID: 16076835

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Invited commentary: hypothetical interventions to define causal effects--afterthought or prerequisite?

Hernán MA. Hernán MA. Am J Epidemiol. 2005 Oct 1;162(7):618-20; discussion 621-2. doi: 10.1093/aje/kwi255. Epub 2005 Aug 24. Am J Epidemiol. 2005. PMID: 16120710 No abstract available.

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Estimating causal effects from epidemiological data.

Hernán MA, Robins JM. Hernán MA, et al. J Epidemiol Community Health. 2006 Jul;60(7):578-86. doi: 10.1136/jech.2004.029496. J Epidemiol Community Health. 2006. PMID: 16790829 Free PMC article.

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