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James M. Robins

Active 1967–2025

Also published as
James M Robins
132
Papers
64,078
Citations
92
h-index
123
i10-index

Citations

Citations per year for James M. Robins1949: 1 citations1970: 1 citations1972: 2 citations1973: 1 citations1974: 1 citations1976: 1 citations1977: 1 citations1983: 2 citations1985: 1 citations1986: 3 citations1987: 11 citations1988: 3 citations1989: 20 citations1990: 17 citations1991: 18 citations1992: 38 citations1993: 39 citations1994: 50 citations1995: 64 citations1996: 35 citations1997: 57 citations1998: 73 citations1999: 130 citations2000: 160 citations2001: 142 citations2002: 140 citations2003: 195 citations2004: 268 citations2005: 250 citations2006: 321 citations2007: 296 citations2008: 374 citations2009: 401 citations2010: 433 citations2011: 426 citations2012: 366 citations2013: 379 citations2014: 434 citations2015: 353 citations2016: 386 citations2017: 342 citations2018: 330 citations2019: 934 citations2020: 1,366 citations2021: 1,198 citations2022: 972 citations2023: 654 citations2024: 978 citations2025: 526 citations2026: 62 citations1950–1969: no citations, so these years are not shown1971: no citations, so this year is not shown1975: no citations, so this year is not shown1978–1982: no citations, so these years are not shown1984: no citations, so this year is not shown

Citation sources

Countries

World map of the countries and regions citing this authorUnited States: 5,317 citing papers, 34% of this breakdownUnited Kingdom: 1,500 citing papers, 9.6% of this breakdownCanada: 807 citing papers, 5.2% of this breakdownChina: 800 citing papers, 5.1% of this breakdownGermany: 541 citing papers, 3.5% of this breakdownAustralia: 525 citing papers, 3.4% of this breakdownNetherlands: 501 citing papers, 3.2% of this breakdownFrance: 481 citing papers, 3.1% of this breakdownItaly: 395 citing papers, 2.5% of this breakdownSweden: 351 citing papers, 2.2% of this breakdownDenmark: 341 citing papers, 2.2% of this breakdownSwitzerland: 337 citing papers, 2.1% of this breakdown
0%34%Other 23.9%

Institutions

Fields

  • Medicine41.7%
  • Mathematics22.4%
  • Computer Science8.1%
  • Biochemistry, Genetics and Molecular Biology5.5%
  • Social Sciences3.4%
  • Environmental Science2.9%
  • Other16%

Topics

  • Advanced Causal Inference Techniques5.8%
  • Statistical Methods and Inference3.9%
  • Statistical Methods and Bayesian Inference3.1%
  • COVID-19 epidemiological studies2.4%
  • Bayesian Modeling and Causal Inference2.1%
  • Statistical Methods in Clinical Trials1.6%
  • Other81.1%

Coauthors

All papers

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  1. Using Big Data to Emulate a Target Trial When a Randomized Trial Is Not Available: Table 1.

    Authors: Miguel A. Hernán, James M. Robins - American Journal of Epidemiology 2016 cited by 2,733

  2. Causal Diagrams for Epidemiologic Research

    Authors: Sander Greenland, Judea Pearl, James M. Robins - Epidemiology 1999 cited by 3,676

  3. A Structural Approach to Selection Bias

    Authors: Miguel A. Hernán, Sonia Hernández–Dı́az, James M. Robins - Epidemiology 2004 cited by 2,756

  4. Estimation of Regression Coefficients When Some Regressors Are Not Always Observed

    Authors: James M. Robins, Andrea Rotnitzky, Lue Ping Zhao - Journal of the American Statistical Association 1994 cited by 2,745

  5. A new approach to causal inference in mortality studies with a sustained exposure period—application to control of the healthy worker survivor effect

    Authors: James M. Robins - Mathematical Modelling 1986 cited by 2,498

  6. Doubly Robust Estimation in Missing Data and Causal Inference Models

    Authors: Heejung Bang, James M. Robins - Biometrics 2005 cited by 1,967

  7. Per-Protocol Analyses of Pragmatic Trials

    Authors: Miguel A. Hernán, James M. Robins - New England Journal of Medicine 2017 cited by 647

  8. Marginal Structural Models to Estimate the Causal Effect of Zidovudine on the Survival of HIV-Positive Men

    Authors: Miguel A. Hernán, Babette Brumback, James M. Robins - Epidemiology 2000 cited by 1,776

  9. Identifiability and Exchangeability for Direct and Indirect Effects

    Authors: James M. Robins, Sander Greenland - Epidemiology 1992 cited by 1,818

  10. Observational Studies Analyzed Like Randomized Experiments

    Authors: Miguel A. Hernán, Álvaro Alonso, Roger Logan, Francine Grodstein, Karin B. Michels, Walter C. Willett, JoAnn E. Manson, James M. Robins - Epidemiology 2008 cited by 810

  11. Correcting for Noncompliance and Dependent Censoring in an AIDS Clinical Trial with Inverse Probability of Censoring Weighted (IPCW) Log‐Rank Tests

    Authors: James M. Robins, Dianne M. Finkelstein - Biometrics 2000 cited by 860

  12. Confounding and Collapsibility in Causal Inference

    Authors: Sander Greenland, Judea Pearl, James M. Robins - Statistical Science 1999 cited by 934

  13. Estimating causal effects from epidemiological data

    Authors: Miguel A. Hernán, James M Robins - Journal of Epidemiology & Community Health 2006 cited by 1,044

  14. Instruments for Causal Inference

    Authors: Miguel A. Hernán, James M. Robins - Epidemiology 2006 cited by 974

  15. Analysis of Semiparametric Regression Models for Repeated Outcomes in the Presence of Missing Data

    Authors: James M. Robins, Andrea Rotnitzky, Lue Ping Zhao - Journal of the American Statistical Association 1995 cited by 1,542

  16. Semiparametric Efficiency in Multivariate Regression Models with Missing Data

    Authors: James M. Robins, Andrea Rotnitzky - Journal of the American Statistical Association 1995 cited by 885

  17. Causal Directed Acyclic Graphs and the Direction of Unmeasured Confounding Bias

    Authors: Tyler J. VanderWeele, Miguel A. Hernán, James M. Robins - Epidemiology 2008 cited by 235

  18. Transmission Dynamics and Control of Severe Acute Respiratory Syndrome

    Authors: Marc Lipsitch, Ted Cohen, Ben S. Cooper, James M. Robins, Stefan Ma, Lyn James, Gowri Gopalakrishna, Suok Kai Chew, Chorh Chuan Tan, Matthew H. Samore, David N. Fisman, Megan Murray - Science 2003 cited by 1,604

  19. Estimation of a Common Effect Parameter from Sparse Follow-Up Data

    Authors: Sander Greenland, James M. Robins - Biometrics 1985 cited by 800

  20. Credible Mendelian Randomization Studies: Approaches for Evaluating the Instrumental Variable Assumptions

    Authors: M. Maria Glymour, Eric J. Tchetgen Tchetgen, James M. Robins - American Journal of Epidemiology 2012 cited by 301

  21. Adjusting for Nonignorable Drop-Out Using Semiparametric Nonresponse Models

    Authors: Daniel O. Scharfstein, Andrea Rotnitzky, James M. Robins - Journal of the American Statistical Association 1999 cited by 1,004

  22. When Is Baseline Adjustment Useful in Analyses of Change? An Example with Education and Cognitive Change

    Authors: M. Maria Glymour, Jennifer Weuve, Lisa Berkman, Ichiro Kawachi, James M. Robins - American Journal of Epidemiology 2005 cited by 716

  23. Results of Multivariable Logistic Regression, Propensity Matching, Propensity Adjustment, and Propensity-based Weighting under Conditions of Nonuniform Effect

    Authors: Tobias Kurth, Alexander M. Walker, Robert J. Glynn, K. Arnold Chan, J. Michael Gaziano, Klaus Berger, James M. Robins - American Journal of Epidemiology 2005 cited by 730

  24. Marginal Structural Models to Estimate the Joint Causal Effect of Nonrandomized Treatments

    Authors: Miguel A. Hernán, Babette Brumback, James M. Robins - Journal of the American Statistical Association 2001 cited by 504