Hejazi, Nima S.
- 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)
- Causal survival analysis under competing risks using longitudinal modified treatment policies
2022/02/07 by Iván Díaz, Díaz, Iván, Nima S. Hejazi +2 · 2 citations
Mathematics · Economics, Econometrics and Finance · #Advanced Causal Inference Techniques #Statistical Methods and Inference #Health Systems, Economic Evaluations, Quality of Life
- Evaluating the Robustness of Targeted Maximum Likelihood Estimators via Realistic Simulations in Nutrition Intervention Trials
2021/09/28 by Li, Haodong, Rosete, Sonali, Coyle, Jeremy +9 · 1 citation
#FOS: Computer and information sciences #Methodology (stat.ME)
- Efficient estimation of modified treatment policy effects based on the generalized propensity score
2022/05/11 by Nima S. Hejazi, David Benkeser, Hejazi, Nima S. +5 · 1 citation
Mathematics · #Advanced Causal Inference Techniques #Statistical Methods and Inference #Statistical Methods and Bayesian Inference
- The causal effects of modified treatment policies under network interference
2024/12/03 by Balkus, Salvador V., Delaney, Scott W., Hejazi, Nima S. · 1 citation
#FOS: Computer and information sciences #Methodology (stat.ME)