James M. Robins

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Miguel HernanDirector, CAUSALab / Professor of Biostatistics and Epidemiology, Harvard T.H. Chan SchoolE-mailová adresa ověřena na: hsph.harvard.edu
Andrea RotnitzkyProfessor, University of Washington, SeattleE-mailová adresa ověřena na: uw.edu
Sander GreenlandEmeritus Professor of Epidemiology & Statistics, UCLAE-mailová adresa ověřena na: g.ucla.edu
Eric J Tchetgen TchetgenUniversity ProfessorE-mailová adresa ověřena na: wharton.upenn.edu
Mark van der LaanJiann-Ping Hsu/Karl E. Peace Professor of Biostatistics & Statistics, University of California BerkeleyE-mailová adresa ověřena na: berkeley.edu
Thomas S. RichardsonUniversity of WashingtonE-mailová adresa ověřena na: uw.edu
Tyler J. VanderWeeleJohn L. Loeb and Frances Lehman Loeb Professor of Epidemiology, Harvard UniversityE-mailová adresa ověřena na: hsph.harvard.edu
Whitney NeweyProfessor of Economics, MITE-mailová adresa ověřena na: mit.edu
Judea PearlProfessor of Computer Science, University of California, Los AngelesE-mailová adresa ověřena na: cs.ucla.edu
A.W. van der VaartTU DelftE-mailová adresa ověřena na: tudelft.nl
Marc LipsitchDepartment of Epidemiology, Harvard School of Public HealthE-mailová adresa ověřena na: hsph.harvard.edu
Daniel ScharfsteinProfessor of Biostatistics, Johns Hopkins UniversityE-mailová adresa ověřena na: jhu.edu
Larry WassermanProfessor, Department of Statistics and Machine Learning Department, Carnegie Mellon UniversityE-mailová adresa ověřena na: stat.cmu.edu
Victor ChernozhukovProfessor, Department of Economics + Center for Statistics and Data Science, MITE-mailová adresa ověřena na: mit.edu
Richard D. GillProfessor of Mathematical Statistics, Leiden UniversityE-mailová adresa ověřena na: math.leidenuniv.nl
Ilya ShpitserJohn C. Malone Associate Professor, Department of Computer Science, Johns Hopkins UniversityE-mailová adresa ověřena na: cs.jhu.edu
Stephen R ColeProfessor of Epidemiology, UNC Chapel HillE-mailová adresa ověřena na: unc.edu
Stijn VansteelandtProfessor of Statistics, Ghent UniversityE-mailová adresa ověřena na: ugent.be
M Maria GlymourProfessor of Epidemiology, University of California, San FranciscoE-mailová adresa ověřena na: psg.ucsf.edu
Anastasios TsiatisNorth Carolina State UniversityE-mailová adresa ověřena na: ncsu.edu

Sledovat

James M. Robins

professor of epidemiology and biostatistics harvard school of public health

E-mailová adresa ověřena na: hsph.harvard.edu

statistics epidemiology biostatistics causal inference


Název Seřadit podle citací Seřadit podle roku Seřadit podle názvu	Citace Citace	Rok
Marginal structural models and causal inference in epidemiology JM Robins, MA Hernan, B Brumback Epidemiology, 550-560, 2000	5457	2000
Causal diagrams for epidemiologic research S Greenland, J Pearl, JM Robins Epidemiology, 37-48, 1999	4096	1999
Causal inference MA Hernán, JM Robins CRC, 2010	3379	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	3273	1994
Causal diagrams for empirical research J Pearl Biometrika 82 (4), 669-688, 1995	2975	1995
A structural approach to selection bias MA Hernán, S Hernández-Díaz, JM Robins Epidemiology, 615-625, 2004	2717	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	2638	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	2370	2018
Doubly robust estimation in missing data and causal inference models H Bang, JM Robins Biometrics 61 (4), 962-973, 2005	2086	2005
Identifiability and exchangeability for direct and indirect effects JM Robins, S Greenland Epidemiology 3 (2), 143-155, 1992	1943	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	1905	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, 561-570, 2000	1847	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	1834	2003
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	1527	2002
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	1521	2016
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	1447	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	1274	1995
Unified methods for censored longitudinal data and causality MJ Laan, JM Robins Springer New York, 2003	1188	2003
Estimating causal effects from epidemiological data MA Hernán, JM Robins Journal of Epidemiology & Community Health 60 (7), 578-586, 2006	1114	2006
Instruments for causal inference: an epidemiologist's dream? MA Hernán, JM Robins Epidemiology, 360-372, 2006	1072	2006

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