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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
48232000
Causal diagrams for epidemiologic research
S Greenland, J Pearl, JM Robins
Epidemiology, 37-48, 1999
35081999
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
28131994
Causal diagrams for empirical research
J Pearl
Biometrika 82 (4), 669-688, 1995
24881995
A structural approach to selection bias
MA Hernán, S Hernández-Díaz, JM Robins
Epidemiology, 615-625, 2004
23702004
Causal inference
MA Hernán, JM Robins
CRC, 2010
23622010
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
22511986
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
17651995
Doubly robust estimation in missing data and causal inference models
H Bang, JM Robins
Biometrics 61 (4), 962-973, 2005
17432005
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
17362003
Identifiability and exchangeability for direct and indirect effects
JM Robins, S Greenland
Epidemiology, 143-155, 1992
17221992
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
16712000
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
14512002
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
12732018
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
12451999
Unified methods for censored longitudinal data and causality
MJ Van der Laan, JM Robins
Springer, 2003
10642003
Semiparametric efficiency in multivariate regression models with missing data
JM Robins, A Rotnitzky
Journal of the American Statistical Association 90 (429), 122-129, 1995
10041995
Estimating causal effects from epidemiological data
MA Hernán, JM Robins
Journal of Epidemiology & Community Health 60 (7), 578-586, 2006
9722006
Instruments for causal inference: an epidemiologist's dream?
MA Hernán, JM Robins
Epidemiology, 360-372, 2006
9542006
Confounding and collapsibility in causal inference
S Greenland, J Pearl, JM Robins
Statistical science 14 (1), 29-46, 1999
9301999
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