Hirshberg, David A.
- Synthetic Difference in Differences
2018/12/24 by Arkhangelsky, Dmitry, Athey, Susan, Hirshberg, David A. +2 · 30 citations
#Econometrics (econ.EM) #FOS: Computer and information sciences #FOS: Economics and business #Methodology (stat.ME)
- Confidence Intervals for Policy Evaluation in Adaptive Experiments
2019/11/07 by Hadad, Vitor, Hirshberg, David A., Zhan, Ruohan +2 · 15 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)
- Augmented Minimax Linear Estimation
2017/11/30 by Hirshberg, David A., Wager, Stefan · 8 citations
#62F12 #FOS: Computer and information sciences #Methodology (stat.ME)
- The Balancing Act in Causal Inference
2021/10/28 by Ben-Michael, Eli, Feller, Avi, Hirshberg, David A. +1 · 10 citations
#62Gxx #FOS: Computer and information sciences #Methodology (stat.ME)
- Minimax Linear Estimation of the Retargeted Mean
2019/01/11 by David A. Hirshberg, Arian Maleki, Hirshberg, David A. +3 · 4 citations
Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #FOS: Mathematics #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Statistics Theory (math.ST)
- Off-Policy Evaluation via Adaptive Weighting with Data from Contextual Bandits
2021/06/03 by Ruohan Zhan, Zhan, Ruohan, Vitor Hadad +5 · 3 citations
Computer Science · Decision Sciences · Mathematics · #Advanced Bandit Algorithms Research #Advanced Causal Inference Techniques #Econometrics (econ.EM) #FOS: Computer and information sciences #FOS: Economics and business #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Methodology (stat.ME)
- Debiased Inference of Average Partial Effects in Single-Index Models
2018/11/06 by Hirshberg, David A., Wager, Stefan · 1 citation
#FOS: Mathematics #Statistics Theory (math.ST)