Marginal structural models and causal inference in epidemiology JM Robins, MA Hernan, B Brumback Epidemiology 11 (5), 550-560, 2000 | 5756 | 2000 |
Causal diagrams for epidemiologic research S Greenland, J Pearl, JM Robins Epidemiology 10 (1), 37-48, 1999 | 4309 | 1999 |
Causal inference MA Hernán, JM Robins CRC, 2010 | 3895 | 2010 |
Estimation of regression coefficients when some regressors are not always observed JM Robins, A Rotnitzky, LP Zhao Journal of the American statistical Association 89 (427), 846-866, 1994 | 3451 | 1994 |
Causal diagrams for empirical research J Pearl Biometrika 82 (4), 669-688, 1995 | 3190 | 1995 |
A structural approach to selection bias MA Hernán, S Hernández-Díaz, JM Robins Epidemiology 15 (5), 615-625, 2004 | 2890 | 2004 |
Double/debiased machine learning for treatment and structural parameters V Chernozhukov, D Chetverikov, M Demirer, E Duflo, C Hansen, ... The econometrics journal 21 (1), C1-C68, 2018 | 2867 | 2018 |
A new approach to causal inference in mortality studies with a sustained exposure period—application to control of the healthy worker survivor effect J Robins Mathematical modelling 7 (9-12), 1393-1512, 1986 | 2835 | 1986 |
Doubly robust estimation in missing data and causal inference models H Bang, JM Robins Biometrics 61 (4), 962-973, 2005 | 2226 | 2005 |
Identifiability and exchangeability for direct and indirect effects JM Robins, S Greenland Epidemiology 3 (2), 143-155, 1992 | 2047 | 1992 |
Analysis of semiparametric regression models for repeated outcomes in the presence of missing data JM Robins, A Rotnitzky, LP Zhao Journal of the american statistical association 90 (429), 106-121, 1995 | 1955 | 1995 |
Marginal structural models to estimate the causal effect of zidovudine on the survival of HIV-positive men MÁ Hernán, B Brumback, JM Robins Epidemiology 11 (5), 561-570, 2000 | 1926 | 2000 |
Transmission dynamics and control of severe acute respiratory syndrome M Lipsitch, T Cohen, B Cooper, JM Robins, S Ma, L James, ... science 300 (5627), 1966-1970, 2003 | 1860 | 2003 |
Using big data to emulate a target trial when a randomized trial is not available MA Hernán, JM Robins American journal of epidemiology 183 (8), 758-764, 2016 | 1796 | 2016 |
Methotrexate and mortality in patients with rheumatoid arthritis: a prospective study HK Choi, MA Hernán, JD Seeger, JM Robins, F Wolfe The Lancet 359 (9313), 1173-1177, 2002 | 1556 | 2002 |
Adjusting for nonignorable drop-out using semiparametric nonresponse models DO Scharfstein, A Rotnitzky, JM Robins Journal of the American Statistical Association 94 (448), 1096-1120, 1999 | 1495 | 1999 |
Semiparametric efficiency in multivariate regression models with missing data JM Robins, A Rotnitzky Journal of the American Statistical Association 90 (429), 122-129, 1995 | 1366 | 1995 |
Unified methods for censored longitudinal data and causality MJ Laan, JM Robins Springer New York, 2003 | 1244 | 2003 |
Estimating causal effects from epidemiological data MA Hernán, JM Robins Journal of Epidemiology & Community Health 60 (7), 578-586, 2006 | 1177 | 2006 |
Instruments for causal inference: an epidemiologist's dream? MA Hernán, JM Robins Epidemiology 17 (4), 360-372, 2006 | 1134 | 2006 |