Maya Petersen

1. Causal Models and Learning from Data
   2014/04/07 by Maya Petersen, Maya L. Petersen, Mark J. van der Laan · 8 citations
   Biochemistry, Genetics and Molecular Biology · Mathematics · #Advanced Causal Inference Techniques #Genetic Associations and Epidemiology #Statistical Methods and Bayesian Inference
2. Adaptive Sequential Surveillance with Network and Temporal Dependence
   2022/12/05 by Ivana Malenica, Jeremy Coyle, Malenica, Ivana +5 · 2 citations
   Computer Science · Mathematics · Medicine · #Applications (stat.AP) #COVID-19 epidemiological studies #Data Stream Mining Techniques #Data-Driven Disease Surveillance #FOS: Computer and information sciences #Machine Learning (stat.ML) #Methodology (stat.ME)
3. Statistical Analysis Plan for SEARCH Phase I: Health Outcomes among Adults
   2018/07/25 by Laura B. Balzer, Balzer, Laura B., Diane V. Havlir +7 · 2 citations
   Medicine · Immunology and Microbiology · #HIV/AIDS Research and Interventions #HIV-related health complications and treatments #HIV Research and Treatment
4. 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
5. An Approach to Nonparametric Inference on the Causal Dose Response Function
   2023/06/13 by Aaron Hudson, Hudson, Aaron, Elvin Geng +9 · 1 citation
   Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Inference #Statistical Methods in Clinical Trials
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. Towards Best Practices for Covariate Adjustment in Regulatory Trials: From Fixed to Data-Adaptive Approaches
   2026/07/30 by Laura B. Balzer, Lei Nie, Issa J. Dahabreh +15
   Mathematics · #stat.ME