Theo dõi
James M. Robins
James M. Robins
professor of epidemiology and biostatistics harvard school of public health
Email được xác minh tại hsph.harvard.edu
Tiêu đề
Trích dẫn bởi
Trích dẫn bởi
Năm
Marginal structural models and causal inference in epidemiology
JM Robins, MA Hernan, B Brumback
Epidemiology 11 (5), 550-560, 2000
61022000
Causal diagrams for epidemiologic research
S Greenland, J Pearl, JM Robins
Epidemiology 10 (1), 37-48, 1999
46011999
Causal inference
MA Hernán, JM Robins
CRC, 2010
45792010
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
36971994
Causal diagrams for empirical research (with Discussions)
J Pearl
Probabilistic and causal inference: The works of Judea Pearl, 255-316, 2022
34622022
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
34272018
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
31101986
A structural approach to selection bias
MA Hernán, S Hernández-Díaz, JM Robins
Epidemiology 15 (5), 615-625, 2004
30732004
Doubly robust estimation in missing data and causal inference models
H Bang, JM Robins
Biometrics 61 (4), 962-973, 2005
24102005
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
22172016
Identifiability and exchangeability for direct and indirect effects
JM Robins, S Greenland
Epidemiology 3 (2), 143-155, 1992
21971992
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
20231995
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
20152000
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
18772003
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
15812002
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
15451999
Semiparametric efficiency in multivariate regression models with missing data
JM Robins, A Rotnitzky
Journal of the American Statistical Association 90 (429), 122-129, 1995
14051995
Unified methods for censored longitudinal data and causality
MJ Laan, JM Robins
Springer New York, 2003
13082003
Estimating causal effects from epidemiological data
MA Hernán, JM Robins
Journal of Epidemiology & Community Health 60 (7), 578-586, 2006
12652006
Instruments for causal inference: an epidemiologist's dream?
MA Hernán, JM Robins
Epidemiology 17 (4), 360-372, 2006
11952006
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