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James M. Robins
James M. Robins
professor of epidemiology and biostatistics harvard school of public health
Bestätigte E-Mail-Adresse bei hsph.harvard.edu
Titel
Zitiert von
Zitiert von
Jahr
Marginal structural models and causal inference in epidemiology
JM Robins, MA Hernan, B Brumback
Epidemiology 11 (5), 550-560, 2000
57132000
Causal diagrams for epidemiologic research
S Greenland, J Pearl, JM Robins
Epidemiology 10 (1), 37-48, 1999
42741999
Causal inference
MA Hernán, JM Robins
CRC, 2010
38102010
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
34141994
Causal diagrams for empirical research
J Pearl
Biometrika 82 (4), 669-688, 1995
31481995
A structural approach to selection bias
MA Hernán, S Hernández-Díaz, JM Robins
Epidemiology 15 (5), 615-625, 2004
28542004
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
27911986
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
27762018
Doubly robust estimation in missing data and causal inference models
H Bang, JM Robins
Biometrics 61 (4), 962-973, 2005
21962005
Identifiability and exchangeability for direct and indirect effects
JM Robins, S Greenland
Epidemiology 3 (2), 143-155, 1992
20301992
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
19431995
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
19172000
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
18522003
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
17422016
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
15512002
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
14831999
Semiparametric efficiency in multivariate regression models with missing data
JM Robins, A Rotnitzky
Journal of the American Statistical Association 90 (429), 122-129, 1995
13521995
Unified methods for censored longitudinal data and causality
MJ Laan, JM Robins
Springer New York, 2003
12322003
Estimating causal effects from epidemiological data
MA Hernán, JM Robins
Journal of Epidemiology & Community Health 60 (7), 578-586, 2006
11682006
Instruments for causal inference: an epidemiologist's dream?
MA Hernán, JM Robins
Epidemiology 17 (4), 360-372, 2006
11182006
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