Ertefaie, Ashkan
- Nonparametric inverse probability weighted estimators based on the highly adaptive lasso
2020/05/22 by Ashkan Ertefaie, Ertefaie, Ashkan, Nima S. Hejazi +3 · 3 citations
Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Statistics Theory (math.ST)
- Variable Selection in Causal Inference using a Simultaneous Penalization Method
2015/11/26 by Ertefaie, Ashkan, Asgharian, Masoud, Stephens, David · 2 citations
#FOS: Computer and information sciences #Methodology (stat.ME)
- Selective inference for effect modification via the lasso
2017/05/22 by Zhao, Qingyuan, Small, Dylan S., Ertefaie, Ashkan · 1 citation
#FOS: Computer and information sciences #FOS: Mathematics #Methodology (stat.ME) #Statistics Theory (math.ST)
- Instrumented Difference-in-Differences
2020/11/06 by Ting Ye, Ye, Ting, Ashkan Ertefaie +7 · 1 citation
Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
- A non-parametric Bayesian approach for adjusting partial compliance in sequential decision making
2021/10/01 by Bhattacharya, Indrabati, Johnson, Brent A., Artman, William +4 · 1 citation
#FOS: Computer and information sciences #Methodology (stat.ME)