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James M. Robins
James M. Robins
professor of epidemiology and biostatistics harvard school of public health
hsph.harvard.edu의 이메일 확인됨
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Marginal structural models and causal inference in epidemiology
JM Robins, MA Hernan, B Brumback
Epidemiology 11 (5), 550-560, 2000
57952000
Causal diagrams for epidemiologic research
S Greenland, J Pearl, JM Robins
Epidemiology 10 (1), 37-48, 1999
43491999
Causal inference
MA Hernán, JM Robins
CRC, 2010
39772010
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
34811994
Causal diagrams for empirical research
J Pearl
Biometrika 82 (4), 669-688, 1995
32161995
A structural approach to selection bias
MA Hernán, S Hernández-Díaz, JM Robins
Epidemiology 15 (5), 615-625, 2004
29082004
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
28701986
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
28522018
Doubly robust estimation in missing data and causal inference models
H Bang, JM Robins
Biometrics 61 (4), 962-973, 2005
22422005
Identifiability and exchangeability for direct and indirect effects
JM Robins, S Greenland
Epidemiology 3 (2), 143-155, 1992
20651992
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
19571995
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
19322000
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
18682003
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
18402016
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
15582002
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
14921999
Semiparametric efficiency in multivariate regression models with missing data
JM Robins, A Rotnitzky
Journal of the American Statistical Association 90 (429), 122-129, 1995
13421995
Unified methods for censored longitudinal data and causality
MJ Laan, JM Robins
Springer New York, 2003
12502003
Estimating causal effects from epidemiological data
MA Hernán, JM Robins
Journal of Epidemiology & Community Health 60 (7), 578-586, 2006
11852006
Instruments for causal inference: an epidemiologist's dream?
MA Hernán, JM Robins
Epidemiology 17 (4), 360-372, 2006
11382006
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