Dukes, Oliver
- Augmented balancing weights as linear regression
2023/04/27 by David Bruns-Smith, Oliver Dukes, Bruns-Smith, David +5 · 3 voices · 14 citations
Mathematics · Computer Science · #stat.ME #cs.LG #econ.EM #stat.ML
- Assumption-lean inference for generalised linear model parameters
2020/06/15 by Vansteelandt, Stijn, Dukes, Oliver · 6 citations
#FOS: Computer and information sciences #Machine Learning (stat.ML) #Methodology (stat.ME)
- Doubly-robust inference and optimality in structure-agnostic models with smoothness
2024/05/14 by Matteo Bonvini, Edward H. Kennedy, Bonvini, Matteo +5 · 3 citations
Engineering · Mathematics · #Reservoir Engineering and Simulation Methods #Fault Detection and Control Systems #Statistical Methods and Inference
- Translating questions to estimands in randomized clinical trials with\n intercurrent events
2021/11/16 by Mats Julius Stensrud, Stensrud, Mats J., Oliver Dukes +1 · 1 citation
Mathematics · #Advanced Causal Inference Techniques #Applications (stat.AP) #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Inference #Statistical Methods in Clinical Trials
- Proximal mediation analysis
2021/09/24 by Dukes, Oliver, Shpitser, Ilya, Tchetgen, Eric J. Tchetgen · 1 citation
#FOS: Computer and information sciences #Methodology (stat.ME)
- Using negative controls to identify causal effects with invalid instrumental variables
2022/04/08 by Dukes, Oliver, Richardson, David B., Shahn, Zachary +2 · 1 citation
#62D20 #FOS: Computer and information sciences #FOS: Mathematics #G.3 #Methodology (stat.ME) #Statistics Theory (math.ST)
- Structural Nested Mean Models Under Parallel Trends Assumptions
2022/04/21 by Zach Shahn, Shahn, Zach, Oliver Dukes +8 · 2 citations
Economics, Econometrics and Finance · Mathematics · Social Sciences · #Advanced Causal Inference Techniques #Economic Policies and Impacts #FOS: Computer and information sciences #FOS: Mathematics #Gender, Labor, and Family Dynamics #Methodology (stat.ME) #Statistics Theory (math.ST)
- Reconciling model-X and doubly robust approaches to conditional independence testing
2022/11/27 by Ziang Niu, Abhinav Chakraborty, Niu, Ziang +5 · 1 citation
Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Statistical Methods in Clinical Trials #Statistics Theory (math.ST)
- Using causal diagrams to assess parallel trends in difference-in-differences studies
2025/05/06 by Audrey Renson, Oliver Dukes, Renson, Audrey +3 · 4 voices
Mathematics · #FOS: Computer and information sciences #Methodology (stat.ME) #stat.ME