James M. Robins
1967–2025 年に発表
- 別表記
- James M Robins
- 132
- 論文数
- 64,078
- 被引用数
- 92
- h 指数
- 123
- i10 指数
被引用数
引用元
国・地域
機関
分野
- Medicine41.7%
- Mathematics22.4%
- Computer Science8.1%
- Biochemistry, Genetics and Molecular Biology5.5%
- Social Sciences3.4%
- Environmental Science2.9%
- その他16%
トピック
- 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%
- その他81.1%
共著者
- Miguel A. Hernán27
- Sander Greenland15
- Ilya Shpitser12
- Thomas S. Richardson12
- Andrea Rotnitzky10
- Tyler J. VanderWeele8
- Babette Brumback5
- Marc Lipsitch5
- JoAnn E. Manson4
- Larry A. Wasserman4
- Mark J. van der Laan4
- Aad van der Vaart3
- Daniel O. Scharfstein3
- Jessica G. Young3
- Judea Pearl3
- Lauren E. Cain3
- Lingling Li3
- Rajarshi Mukherjee3
- Razieh Nabi3
- Robin J. Evans3
- Roger Logan3
- Rohit Bhattacharya3
- Walter C. Willett3
- Whitney K. Newey3
全論文
- Using Big Data to Emulate a Target Trial When a Randomized Trial Is Not Available: Table 1.
著者: Miguel A. Hernán, James M. Robins - American Journal of Epidemiology 2016 被引用: 2,733
- Causal Diagrams for Epidemiologic Research
著者: Sander Greenland, Judea Pearl, James M. Robins - Epidemiology 1999 被引用: 3,676
- A Structural Approach to Selection Bias
著者: Miguel A. Hernán, Sonia Hernández–Dı́az, James M. Robins - Epidemiology 2004 被引用: 2,756
- Estimation of Regression Coefficients When Some Regressors Are Not Always Observed
著者: James M. Robins, Andrea Rotnitzky, Lue Ping Zhao - Journal of the American Statistical Association 1994 被引用: 2,745
- A new approach to causal inference in mortality studies with a sustained exposure period—application to control of the healthy worker survivor effect
著者: James M. Robins - Mathematical Modelling 1986 被引用: 2,498
- Doubly Robust Estimation in Missing Data and Causal Inference Models
著者: Heejung Bang, James M. Robins - Biometrics 2005 被引用: 1,967
- Per-Protocol Analyses of Pragmatic Trials
著者: Miguel A. Hernán, James M. Robins - New England Journal of Medicine 2017 被引用: 647
- Marginal Structural Models to Estimate the Causal Effect of Zidovudine on the Survival of HIV-Positive Men
著者: Miguel A. Hernán, Babette Brumback, James M. Robins - Epidemiology 2000 被引用: 1,776
- Identifiability and Exchangeability for Direct and Indirect Effects
著者: James M. Robins, Sander Greenland - Epidemiology 1992 被引用: 1,818
- Observational Studies Analyzed Like Randomized Experiments
著者: Miguel A. Hernán, Álvaro Alonso, Roger Logan, Francine Grodstein, Karin B. Michels, Walter C. Willett, JoAnn E. Manson, James M. Robins - Epidemiology 2008 被引用: 810
- Correcting for Noncompliance and Dependent Censoring in an AIDS Clinical Trial with Inverse Probability of Censoring Weighted (IPCW) Log‐Rank Tests
著者: James M. Robins, Dianne M. Finkelstein - Biometrics 2000 被引用: 860
- Confounding and Collapsibility in Causal Inference
著者: Sander Greenland, Judea Pearl, James M. Robins - Statistical Science 1999 被引用: 934
- Estimating causal effects from epidemiological data
著者: Miguel A. Hernán, James M Robins - Journal of Epidemiology & Community Health 2006 被引用: 1,044
- Instruments for Causal Inference
著者: Miguel A. Hernán, James M. Robins - Epidemiology 2006 被引用: 974
- Analysis of Semiparametric Regression Models for Repeated Outcomes in the Presence of Missing Data
著者: James M. Robins, Andrea Rotnitzky, Lue Ping Zhao - Journal of the American Statistical Association 1995 被引用: 1,542
- Semiparametric Efficiency in Multivariate Regression Models with Missing Data
著者: James M. Robins, Andrea Rotnitzky - Journal of the American Statistical Association 1995 被引用: 885
- Causal Directed Acyclic Graphs and the Direction of Unmeasured Confounding Bias
著者: Tyler J. VanderWeele, Miguel A. Hernán, James M. Robins - Epidemiology 2008 被引用: 235
- Transmission Dynamics and Control of Severe Acute Respiratory Syndrome
著者: 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 被引用: 1,604
- Estimation of a Common Effect Parameter from Sparse Follow-Up Data
著者: Sander Greenland, James M. Robins - Biometrics 1985 被引用: 800
- Credible Mendelian Randomization Studies: Approaches for Evaluating the Instrumental Variable Assumptions
著者: M. Maria Glymour, Eric J. Tchetgen Tchetgen, James M. Robins - American Journal of Epidemiology 2012 被引用: 301
- Adjusting for Nonignorable Drop-Out Using Semiparametric Nonresponse Models
著者: Daniel O. Scharfstein, Andrea Rotnitzky, James M. Robins - Journal of the American Statistical Association 1999 被引用: 1,004
- When Is Baseline Adjustment Useful in Analyses of Change? An Example with Education and Cognitive Change
著者: M. Maria Glymour, Jennifer Weuve, Lisa Berkman, Ichiro Kawachi, James M. Robins - American Journal of Epidemiology 2005 被引用: 716
- Results of Multivariable Logistic Regression, Propensity Matching, Propensity Adjustment, and Propensity-based Weighting under Conditions of Nonuniform Effect
著者: Tobias Kurth, Alexander M. Walker, Robert J. Glynn, K. Arnold Chan, J. Michael Gaziano, Klaus Berger, James M. Robins - American Journal of Epidemiology 2005 被引用: 730
- Marginal Structural Models to Estimate the Joint Causal Effect of Nonrandomized Treatments
著者: Miguel A. Hernán, Babette Brumback, James M. Robins - Journal of the American Statistical Association 2001 被引用: 504
