Miguel A. Hernán

1. Constructing Inverse Probability Weights for Marginal Structural Models
   2008/07/15 by Stephen R. Cole, S. R. Cole, M. A. Hernan +1 · 93 citations
   Mathematics · #Advanced Causal Inference Techniques #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
2. Using Big Data to Emulate a Target Trial When a Randomized Trial Is Not Available: Table 1.
   2016/03/18 by Miguel A. Hernán, James M. Robins · 103 citations
   Mathematics · Economics, Econometrics and Finance · #Advanced Causal Inference Techniques #Health Systems, Economic Evaluations, Quality of Life #Statistical Methods and Inference
3. A Theorem on the Manipulability of Redundant Serial Kinematic Chains
   2000/09/01 by James M. Robins, Miguel Ángel Hernán, Miguel A. Hernán +2 · 106 citations
   Engineering · Medicine · #Robotic Mechanisms and Dynamics #Robot Manipulation and Learning #Medical and Biological Sciences
4. Generalizing Causal Inferences from Individuals in Randomized Trials to All Trial-Eligible Individuals
   2018/11/29 by Issa J. Dahabreh, Sarah E. Robertson, Eric J. Tchetgen +2 · 34 citations
   Mathematics · Biochemistry, Genetics and Molecular Biology · #Advanced Causal Inference Techniques #Statistical Methods and Bayesian Inference #Genetic Associations and Epidemiology
5. Specifying a target trial prevents immortal time bias and other self-inflicted injuries in observational analyses
   2016/05/27 by Miguel A. Hernán, Brian C. Sauer, Sonia Hernández–Dı́az +4 · 20 citations
   Economics, Econometrics and Finance · Mathematics · #Advanced Causal Inference Techniques #Health Systems, Economic Evaluations, Quality of Life #Statistical Methods in Clinical Trials
6. The C-Word: Scientific Euphemisms Do Not Improve Causal Inference From Observational Data
   2018/03/22 by Miguel A. Hernán · 2 voices · 13 citations
   Decision Sciences · Economics, Econometrics and Finance · Mathematics · #Advanced Causal Inference Techniques #Health Systems, Economic Evaluations, Quality of Life #Meta-analysis and systematic reviews
7. Target Trial Emulation
   2022/12/12 by Miguel A. Hernán, Wei Wang, David E. Leaf · 24 citations
   Economics, Econometrics and Finance · Mathematics · #Advanced Causal Inference Techniques #Health Systems, Economic Evaluations, Quality of Life #Statistical Methods in Clinical Trials
8. A causal framework for classical statistical estimands in failure time\n settings with competing events
   2018/06/15 by Jessica G. Young, Mats Julius Stensrud, Young, Jessica G. +5 · 13 citations
   Economics, Econometrics and Finance · Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #Methodology (stat.ME) #Statistical Methods in Clinical Trials
9. A causal framework for classical statistical estimands in failure‐time settings with competing events
   2020/01/27 by Jessica G. Young, Mats Julius Stensrud, Mats J. Stensrud +2 · 14 citations
   Economics, Econometrics and Finance · Mathematics · #Advanced Causal Inference Techniques #Health Systems, Economic Evaluations, Quality of Life #Statistical Methods in Clinical Trials
10. The Hazards of Hazard Ratios
    2010/01/01 by Miguel A. Hernán · 8 citations
11. A Structural Approach to Selection Bias
    2004/09/01 by Miguel A. Hernán, Sonia Hernández-Díaz, James M. Robins · 7 citations
12. Separable Effects for Causal Inference in the Presence of Competing Events
    2019/01/28 by Mats Julius Stensrud, Jessica G. Young, Stensrud, Mats J. +7 · 6 citations
    Mathematics · Computer Science · Social Sciences · #Advanced Causal Inference Techniques #Bayesian Modeling and Causal Inference #Qualitative Comparative Analysis Research
13. Efficient and robust methods for causally interpretable meta-analysis: transporting inferences from multiple randomized trials to a target population
    2019/08/24 by Issa J Dahabreh, Dahabreh, Issa J., Sarah E. Robertson +7 · 5 citations
    Decision Sciences · Mathematics · #Applications (stat.AP) #FOS: Computer and information sciences #Meta-analysis and systematic reviews #Methodology (stat.ME) #Statistical Methods and Bayesian Inference
14. Safety of the BNT162b2 mRNA Covid-19 Vaccine in a Nationwide Setting
    2021/08/25 by Noam Barda, Noa Dagan, Yatir Ben‐Shlomo +9 · 1 voice · 4 citations
    Medicine · Agricultural and Biological Sciences · #SARS-CoV-2 and COVID-19 Research #Animal Virus Infections Studies #SARS-CoV-2 detection and testing
15. Toward Causally Interpretable Meta-analysis
    2020/03/06 by Issa J. Dahabreh, Issa J Dahabreh, Lucia C. Petito +3 · 3 citations
    Mathematics · #Advanced Causal Inference Techniques #Statistical Methods and Inference #Statistical Methods in Clinical Trials
16. Observational data for comparative effectiveness research: An emulation of randomised trials of statins and primary prevention of coronary heart disease
    2011/10/19 by Goodarz Danaei, Luis A García Rodríguez, Luis A. Garcı́a Rodrı́guez +4 · 2 citations
    Economics, Econometrics and Finance · Mathematics · Medicine · #Advanced Causal Inference Techniques #Health Systems, Economic Evaluations, Quality of Life #Lipoproteins and Cardiovascular Health
17. Study designs for extending causal inferences from a randomized trial to\n a target population
    2019/05/19 by Issa J Dahabreh, Sebastien J-P. A. Haneuse, Dahabreh, Issa J. +11 · 2 citations
    Mathematics · #Advanced Causal Inference Techniques #Applications (stat.AP) #FOS: Computer and information sciences #Methodology (stat.ME)
18. Reporting of Observational Studies Explicitly Aiming to Emulate Randomized Trials
    2023/09/27 by Harrison J Hansford, Aidan G Cashin, Matthew D. Jones +21 · 1 voice · 5 citations
    Decision Sciences · Health Professions · Mathematics · #Advanced Causal Inference Techniques #Health Policy Implementation Science #Meta-analysis and systematic reviews
19. Electronic medical records can be used to emulate target trials of sustained treatment strategies
    2017/12/02 by Goodarz Danaei, Luis Alberto García Rodríguez, Luis A. Garcı́a Rodrı́guez +4 · 2 citations
    Mathematics · Medicine · #Advanced Causal Inference Techniques #Cardiac Health and Mental Health #Medication Adherence and Compliance
20. Transparent Reporting of Observational Studies Emulating a Target Trial—The TARGET Statement
    2025/09/03 by Aidan G Cashin, Harrison J Hansford, Miguel A. Hernán +17 · 1 voice · 6 citations
    Mathematics · Decision Sciences · Health Professions · #Advanced Causal Inference Techniques #Meta-analysis and systematic reviews #Health Policy Implementation Science
21. Towards causally interpretable meta-analysis: transporting inferences from multiple studies to a target population
    2019/03/27 by Issa J Dahabreh, Dahabreh, Issa J., Lucia C. Petito +7 · 1 citation
    Mathematics · #Advanced Causal Inference Techniques #Statistical Methods and Inference #Statistical Methods and Bayesian Inference
22. Selection bias due to conditioning on a collider
    2023/06/07 by Miguel A. Hernán, Susana Monge · 1 voice · 1 citation
    Mathematics · #Advanced Causal Inference Techniques #Statistical Methods and Inference #Statistical Methods in Clinical Trials
23. Why use methods that require proportional hazards?
    2024/09/16 by Mats Julius Stensrud, Miguel A. Hernán · 1 voice · 1 citation
    Mathematics · Economics, Econometrics and Finance · #Statistical Methods and Inference #Health Systems, Economic Evaluations, Quality of Life #Advanced Causal Inference Techniques