Methods
- Robins JM, Hernán MA, Brumback B. Marginal structural models and causal inference in epidemiology. Epidemiology 2000; 11:550-560
- Hernán MA, Brumback B, Robins JM. Marginal structural models to estimate the causal effect of zidovudine on the survival of HIV-positive men. Epidemiology 2000; 11:561-570
- Hernán MA, Brumback B, Robins JM. Marginal structural models to estimate the joint effect of non randomized treatments. Journal of the American Statistical Association 2001;96:440-448.
- Hernán MA, Hernández-Díaz S, Werler MM, Mitchell AA. Causal knowledge as a prerequisite for confounding evaluation: an application to birth defects epidemiology. Am J Epidemiol 2002;155:176-184
- Hernán MA, Brumback B, Robins JM. Estimating the causal effect of zidovudine on CD4 count with a marginal structural model for repeated measures. Statistics in Medicine 2002;21:1689-1709.
- Hernán MA, Hernández-Díaz S, Robins JM. A structural approach to selection bias. Epidemiology 2004; 15:615-625
- Hernán MA, Cole SR, Margolick JB,Cohen MH, Robins JM. Structural accelerated failure time models for survival analysis in studies with time-varying treatments. Pharmacoepidemiology and Drug Safety 2005; 14:477-491.
- Hernán MA, Robins JM, García Rodríguez LA. Discussion on “Statistical issues arising in the Women’s Health Initiative” by Prentice RL et al. Biometrics 2005; 61:922-930
- Hernán MA, Lanoy E, Costagliola D, Robins JM. Comparison of dynamic treatment regimes via inverse probability weighting. Basic & Clinical Pharmacology & Toxicology 2006; 98:237-242.
- Hernández-Díaz S, Schisterman EF, Hernán MA. The birth weight paradox uncovered? [with discussion] Am J Epidemiol 2006; 164: 1115-1120
- Hernán MA, Robins JM. Instruments for causal inference: An epidemiologist’s dream? Epidemiology 2006; 17:360-372
- Hernán MA, Taubman SL. Does obesity shorten life? The importance of well defined interventions to answer causal questions. International Journal of Obesity 2008; 32:S8-S14.
- Hernán MA, Alonso A, Logan R, Grodstein F, Michels KB, Willett WC, Manson JE, Robins JM. Observational studies analyzed like randomized experiments: an application to postmenopausal hormone therapy and coronary heart disease (with discussion). Epidemiology 2008; 19:766-779.
- Hernán MA, Robins JM. Observational studies analyzed like randomized experiments: Best of both worlds. Epidemiology 2008; 19:789-792
- Hernán MA,McAdams M, McGrath N, Lanoy E, Costagliola D. Observation plans in longitudinal studies with time-varying treatments. Statistical Methods in Medical Research 2009; 18:27-52.
- Robins JM, Hernán MA. Estimation of the causal effects of time-varying exposures. In: Advances in Longitudinal Data Analysis. Fitzmaurice G, Davidian M, Verbeke G, Molenberghs G, eds. New York: Chapman and Hall/CRC Press, 2009.
- Hernán MA, Cole SR. Causal diagrams and measurement bias. American Journal of Epidemiology 2009 (in press).