Maya L. Petersen
- Diagnosing and responding to violations in the positivity assumption
2010/10/28 by Maya L Petersen, Maya L. Petersen, Kristin E. Porter +5 · 21 citations
Mathematics · #Advanced Causal Inference Techniques #Statistical Methods and Inference #Statistical Methods in Clinical Trials
- Causal Models and Learning from Data
2014/04/07 by Maya Petersen, Maya L. Petersen, Mark J. van der Laan · 6 citations
Biochemistry, Genetics and Molecular Biology · Mathematics · #Advanced Causal Inference Techniques #Genetic Associations and Epidemiology #Statistical Methods and Bayesian Inference
- A Causal Roadmap for Generating High-Quality Real-World Evidence
2023/05/11 by Lauren Eyler Dang, Dang, Lauren E, Susan Gruber +48 · 6 citations
Economics, Econometrics and Finance · Mathematics · Decision Sciences · #Health Systems, Economic Evaluations, Quality of Life #Advanced Causal Inference Techniques #Meta-analysis and systematic reviews
- Defining and Estimating Effects in Cluster Randomized Trials: A Methods Comparison
2021/10/18 by Alejandra Benitez, Benitez, Alejandra, Maya L. Petersen +17 · 3 citations
Mathematics · Medicine · #Advanced Causal Inference Techniques #Statistical Methods and Bayesian Inference #Assisted Reproductive Technology and Twin Pregnancy
- Experiment-selector cross-validated targeted maximum likelihood estimator for hybrid RCT-external data studies
2022/10/11 by Lauren Eyler Dang, Jens M. Tarp, Dang, Lauren Eyler +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
- Large Language Models as Co-Pilots for Causal Inference in Medical Studies
2024/07/26 by Ahmed M. Alaa, Ahmed 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