James M. Robins - Concepedia

Author

James M. Robins

Also Known As

J M ROBINS, J M Robins, J Robins, J. M. Robins, J. ROBINS, J. Robins, J.M Robins, J.M. Robins, J. M. Robins, JAMES M ROBINS

461

Publications

70.8K

Citations

109

H-Index

302

Concepts

All Affiliations

Harvard University Harvard–MIT Division of Health Sciences and Technology Cancer Research And Biostatistics Johns Hopkins University Harvard University Press

About

James M. Robins is an author at Harvard University specializing in statistics, public health, and statistical inference.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	47	70	16.5K
2	Business	16	21	3.5K
3	Health Sciences	3	3	908
4	Language Studies	2	2	245
5	Education	1	1	701

James M. Robins

254

Publications

63.2K

Citations

100

H-Index

Page 1

	Year	Citations
Marginal Structural Models and Causal Inference in Epidemiology James M. Robins, Miguel A. Hernán, Babette Brumback Epidemiology Causal ModelEpidemiologyHealth EconomicsHealth PolicyTreatment Effect	2000	5.4K
Causal Diagrams for Epidemiologic Research Sander Greenland, Judea Pearl, James M. Robins Epidemiology Population Health SciencesInjury PreventionCausal InferenceCausal DiagramsBias	1999	3.5K
Estimation of Regression Coefficients When Some Regressors are not Always Observed James M. Robins, Andrea Rotnitzky, Lue Ping Zhao Journal of the American Statistical Association Semiparametric Variance BoundParameter EstimationDensity EstimationEngineeringEstimation Statistic	1994	2.7K
A Structural Approach to Selection Bias Miguel A. Hernán, Sonia Hernández–Dı́az, James M. Robins Epidemiology Behavioral Decision MakingTreatment EffectCausal InferenceVarious BiasesBias	2004	2.7K
Using Big Data to Emulate a Target Trial When a Randomized Trial Is Not Available: Table 1. Miguel A. Hernán, James M. Robins American Journal of Epidemiology	2016	2.4K
A new approach to causal inference in mortality studies with a sustained exposure period—application to control of the healthy worker survivor effect James M. Robins Mathematical Modelling Mortality StudiesEpidemiologyPreventive MedicineSustained Exposure Period—applicationHealth Effect	1986	2.4K
Double/debiased machine learning for treatment and structural parameters Victor Chernozhukov, Denis Chetverikov, Mert Demirer, Econometrics Journal Parameter EstimationEngineeringMachine LearningData ScienceBiostatistics	2017	2.1K
Doubly Robust Estimation in Missing Data and Causal Inference Models Heejung Bang, James M. Robins Biometrics Causal ModelMissingness MechanismEngineeringData ScienceRobust Statistic	2005	1.9K
Identifiability and Exchangeability for Direct and Indirect Effects James M. Robins, Sander Greenland Epidemiology	1992	1.8K
Marginal Structural Models to Estimate the Causal Effect of Zidovudine on the Survival of HIV-Positive Men Miguel A. Hernán, Babette Brumback, James M. Robins Epidemiology	2000	1.7K

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