James M. Robins

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Miguel HernánDirector, CAUSALab / Professor of Biostatistics and Epidemiology, Harvard T.H. Chan SchoolPotvrđena adresa e-pošte na hsph.harvard.edu
Andrea RotnitzkyProfessor, University of Washington, SeattlePotvrđena adresa e-pošte na uw.edu
Sander GreenlandEmeritus Professor of Epidemiology & Statistics, UCLAPotvrđena adresa e-pošte na g.ucla.edu
Eric J Tchetgen TchetgenUniversity ProfessorPotvrđena adresa e-pošte na wharton.upenn.edu
Thomas S. RichardsonUniversity of WashingtonPotvrđena adresa e-pošte na uw.edu
Mark van der LaanJiann-Ping Hsu/Karl E. Peace Professor of Biostatistics & Statistics, University of California BerkeleyPotvrđena adresa e-pošte na berkeley.edu
Whitney NeweyProfessor of Economics, MITPotvrđena adresa e-pošte na mit.edu
Tyler J. VanderWeeleJohn L. Loeb and Frances Lehman Loeb Professor of Epidemiology, Harvard UniversityPotvrđena adresa e-pošte na hsph.harvard.edu
Judea PearlProfessor of Computer Science, University of California, Los AngelesPotvrđena adresa e-pošte na cs.ucla.edu
A.W. van der VaartTU DelftPotvrđena adresa e-pošte na tudelft.nl
Marc LipsitchDepartment of Epidemiology, Harvard School of Public HealthPotvrđena adresa e-pošte na hsph.harvard.edu
Daniel ScharfsteinProfessor and Chief of Biostatistics, University of Utah School of MedicinePotvrđena adresa e-pošte na hsc.utah.edu
Larry WassermanProfessor, Department of Statistics and Machine Learning Department, Carnegie Mellon UniversityPotvrđena adresa e-pošte na stat.cmu.edu
Victor ChernozhukovProfessor, Department of Economics + Center for Statistics and Data Science, MIT;Potvrđena adresa e-pošte na mit.edu
Ilya ShpitserJohn C. Malone Associate Professor, Department of Computer Science, Johns Hopkins UniversityPotvrđena adresa e-pošte na cs.jhu.edu
Richard D. GillEmeritus professor of Mathematical Statistics, Leiden UniversityPotvrđena adresa e-pošte na math.leidenuniv.nl
Stephen R ColeProfessor of Epidemiology, UNC Chapel HillPotvrđena adresa e-pošte na unc.edu
Stijn VansteelandtProfessor of Statistics, Ghent UniversityPotvrđena adresa e-pošte na ugent.be
M Maria GlymourProfessor and Chair, Department of Epidemiology, Boston University School of Public HealthPotvrđena adresa e-pošte na bu.edu
Anastasios TsiatisNorth Carolina State UniversityPotvrđena adresa e-pošte na ncsu.edu

Prati

James M. Robins

professor of epidemiology and biostatistics harvard school of public health

Potvrđena adresa e-pošte na hsph.harvard.edu

statistics epidemiology biostatistics causal inference


Naslov Poredaj po navodima Poredaj po godini Poredaj po naslovu	Citirano Citirano	Godina
Marginal structural models and causal inference in epidemiology JM Robins, MA Hernan, B Brumback Epidemiology 11 (5), 550-560, 2000	6069	2000
Causal diagrams for epidemiologic research S Greenland, J Pearl, JM Robins Epidemiology 10 (1), 37-48, 1999	4570	1999
Causal inference MA Hernán, JM Robins CRC, 2010	4454	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	3662	1994
Causal diagrams for empirical research J Pearl Biometrika 82 (4), 669-688, 1995	3399	1995
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	3336	2018
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	3069	1986
A structural approach to selection bias MA Hernán, S Hernández-Díaz, JM Robins Epidemiology 15 (5), 615-625, 2004	3048	2004
Doubly robust estimation in missing data and causal inference models H Bang, JM Robins Biometrics 61 (4), 962-973, 2005	2380	2005
Identifiability and exchangeability for direct and indirect effects JM Robins, S Greenland Epidemiology 3 (2), 143-155, 1992	2183	1992
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	2124	2016
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	2011	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	2006	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	1900	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	1575	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	1542	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	1398	1995
Unified methods for censored longitudinal data and causality MJ Laan, JM Robins Springer New York, 2003	1295	2003
Estimating causal effects from epidemiological data MA Hernán, JM Robins Journal of Epidemiology & Community Health 60 (7), 578-586, 2006	1254	2006
Instruments for causal inference: an epidemiologist's dream? MA Hernán, JM Robins Epidemiology 17 (4), 360-372, 2006	1194	2006

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