Petersen, Maya

1. A Causal Roadmap for Generating High-Quality Real-World Evidence
   2023/05/11 by Lauren Eyler Dang, Dang, Lauren E, Susan Gruber +48 · 7 citations
   Economics, Econometrics and Finance · Mathematics · Decision Sciences · #Health Systems, Economic Evaluations, Quality of Life #Advanced Causal Inference Techniques #Meta-analysis and systematic reviews
2. Robust variance estimation and inference for causal effect estimation
   2018/10/06 by Tran, Linh, Petersen, Maya, Schwab, Joshua +1 · 3 citations
   #FOS: Computer and information sciences #FOS: Mathematics #Methodology (stat.ME) #Statistics Theory (math.ST)
3. Experiment-selector cross-validated targeted maximum likelihood estimator for hybrid RCT-external data studies
   2022/10/11 by Lauren Eyler Dang, Dang, Lauren Eyler, Jens M. Tarp +11 · 2 citations
   Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Inference #Statistical Methods in Clinical Trials
4. Targeted Maximum Likelihood Based Estimation for Longitudinal Mediation Analysis
   2023/04/11 by Wang, Zeyi, van der Laan, Lars, Petersen, Maya +3 · 2 citations
   #62G05 (Primary) 62G20 #62G35 (Secondary) #FOS: Computer and information sciences #Methodology (stat.ME)
5. The Optimal Dynamic Treatment Rule SuperLearner: Considerations, Performance, and Application
   2021/01/29 by Lina Montoya, Mark van der Laan, Montoya, Lina +9 · 1 citation
   Mathematics · Medicine · Psychology · #Advanced Causal Inference Techniques #Applications (stat.AP) #FOS: Computer and information sciences #Mental Health Research Topics #Schizophrenia research and treatment
6. Large Language Models as Co-Pilots for Causal Inference in Medical Studies
   2024/07/26 by Ahmed Alaa, Ahmed M. Alaa, Rachael V. Phillips +11 · 1 voice · 1 citation
   Biochemistry, Genetics and Molecular Biology · Computer Science · Social Sciences · #Biomedical Text Mining and Ontologies #Computational and Text Analysis Methods #Topic Modeling #cs.AI
7. Applying the causal roadmap to longitudinal national Danish registry data: a case study of second-line diabetes medication and dementia
   2023/10/05 by Nerissa Nance, Andrew Mertens, Nance, Nerissa +17 · 1 citation
   Mathematics · #Advanced Causal Inference Techniques #Statistical Methods and Inference #Statistical Methods and Bayesian Inference