James M. Robins
James M. Robins
professor of epidemiology and biostatistics harvard school of public health
Bestätigte E-Mail-Adresse bei
Zitiert von
Zitiert von
Marginal structural models and causal inference in epidemiology
JM Robins, MA Hernan, B Brumback
Epidemiology 11 (5), 550-560, 2000
Causal diagrams for epidemiologic research
S Greenland, J Pearl, JM Robins
Epidemiology 10 (1), 37-48, 1999
Causal inference
MA Hernán, JM Robins
CRC, 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
Causal diagrams for empirical research
J Pearl
Biometrika 82 (4), 669-688, 1995
A structural approach to selection bias
MA Hernán, S Hernández-Díaz, JM Robins
Epidemiology 15 (5), 615-625, 2004
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
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
Doubly robust estimation in missing data and causal inference models
H Bang, JM Robins
Biometrics 61 (4), 962-973, 2005
Identifiability and exchangeability for direct and indirect effects
JM Robins, S Greenland
Epidemiology 3 (2), 143-155, 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
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
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
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
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
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
Semiparametric efficiency in multivariate regression models with missing data
JM Robins, A Rotnitzky
Journal of the American Statistical Association 90 (429), 122-129, 1995
Unified methods for censored longitudinal data and causality
MJ Laan, JM Robins
Springer New York, 2003
Estimating causal effects from epidemiological data
MA Hernán, JM Robins
Journal of Epidemiology & Community Health 60 (7), 578-586, 2006
Instruments for causal inference: an epidemiologist's dream?
MA Hernán, JM Robins
Epidemiology 17 (4), 360-372, 2006
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