Alec McClean
- Calibrated sensitivity models
2024/05/14 by Alec McClean, McClean, Alec, Zach Branson +3 · 1 voice · 5 citations
Computer Science · Economics, Econometrics and Finance · Mathematics · #Advanced Causal Inference Techniques #Bayesian Modeling and Causal Inference #Health Systems, Economic Evaluations, Quality of Life #stat.ME
- Double Cross-fit Doubly Robust Estimators: Beyond Series Regression
2024/03/22 by Alec McClean, McClean, Alec, Sivaraman Balakrishnan +6 · 1 voice · 1 citation
Mathematics · #Advanced Statistical Methods and Models #math.ST #stat.ME #stat.ML
- Comparing causal parameters with many treatments and positivity violations
2024/10/17 by Alec McClean, McClean, Alec, Yiting Li +10 · 1 voice · 2 citations
Arts and Humanities · Biochemistry, Genetics and Molecular Biology · Mathematics · Physics and Astronomy · #Gene Regulatory Network Analysis #Philosophy and History of Science #Quantum Mechanics and Applications #stat.AP #stat.ME
- Incremental causal effects: an introduction and review
2021/10/20 by Matteo Bonvini, Alec McClean, Bonvini, Matteo +5 · 1 citation
Mathematics · #FOS: Computer and information sciences #Methodology (stat.ME) #stat.ME
- Nonparametric Estimation of Conditional Incremental Effects
2022/12/07 by Alec McClean, Zach Branson, McClean, Alec +3 · 1 citation
Economics, Econometrics and Finance · Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #FOS: Mathematics #Health Systems, Economic Evaluations, Quality of Life #Healthcare Policy and Management #Methodology (stat.ME) #Statistics Theory (math.ST)
- Stochastic interventions, sensitivity analysis, and optimal transport
2024/11/21 by A.H. Levis, Edward H. Kennedy, Levis, Alexander W. +7 · 2 citations
Health Professions · #FOS: Computer and information sciences #FOS: Mathematics #Healthcare Operations and Scheduling Optimization #Methodology (stat.ME) #Statistics Theory (math.ST)