James M. Robins
James M. Robins
professor of epidemiology and biostatistics harvard school of public health
Verified email at hsph.harvard.edu
Title
Cited by
Cited by
Year
Marginal structural models and causal inference in epidemiology
JM Robins, MA Hernan, B Brumback
Epidemiology 11 (5), 550-560, 2000
42862000
Causal diagrams for epidemiologic research
S Greenland, J Pearl, JM Robins
Epidemiology, 37-48, 1999
30431999
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
24931994
Causal diagrams for empirical research
J Pearl
Biometrika 82 (4), 669-688, 1995
21391995
A structural approach to selection bias
MA Hernán, S Hernández-Díaz, JM Robins
Epidemiology, 615-625, 2004
20642004
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
19541986
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
16491995
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
15892003
Identifiability and exchangeability for direct and indirect effects
JM Robins, S Greenland
Epidemiology, 143-155, 1992
15461992
Marginal structural models to estimate the causal effect of zidovudine on the survival of HIV-positive men
MÁ Hernán, B Brumback, JM Robins
Epidemiology, 561-570, 2000
15092000
Doubly robust estimation in missing data and causal inference models
H Bang, JM Robins
Biometrics 61 (4), 962-973, 2005
14592005
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
13852002
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
11691999
Causal inference
MA Hernán, JM Robins
CRC, 2010
10422010
Unified methods for censored longitudinal data and causality
MJ Van der Laan, MJ Laan, JM Robins
Springer Science & Business Media, 2003
9782003
Semiparametric efficiency in multivariate regression models with missing data
JM Robins, A Rotnitzky
Journal of the American Statistical Association 90 (429), 122-129, 1995
9061995
Transmissibility of 1918 pandemic influenza
CE Mills, JM Robins, M Lipsitch
Nature 432 (7019), 904-906, 2004
8622004
Instruments for causal inference: an epidemiologist's dream?
MA Hernán, JM Robins
Epidemiology, 360-372, 2006
8372006
Estimating causal effects from epidemiological data
MA Hernán, JM Robins
Journal of Epidemiology & Community Health 60 (7), 578-586, 2006
8352006
Confounding and collapsibility in causal inference
S Greenland, J Pearl, JM Robins
Statistical science 14 (1), 29-46, 1999
8331999
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