Cui, Yifan

1. Semiparametric Proximal Causal Inference
   2020/11/17 by Yifan Cui, Cui, Yifan, Hongming Pu +7 · 12 citations
   Economics, Econometrics and Finance · Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #FOS: Mathematics #Health Systems, Economic Evaluations, Quality of Life #Methodology (stat.ME) #Statistical Methods and Inference #Statistics Theory (math.ST)
2. Estimating heterogeneous treatment effects with right-censored data via causal survival forests
   2020/01/27 by Cui, Yifan, Kosorok, Michael R., Sverdrup, Erik +2 · 8 citations
   #62N01 #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)
3. An Introduction to Proximal Causal Learning
   2020/09/23 by Eric J. Tchetgen Tchetgen, Andrew Ying, Tchetgen, Eric J Tchetgen +7 · 10 citations
   Mathematics · #Advanced Causal Inference Techniques #Statistical Methods and Inference #Statistical Methods and Bayesian Inference
4. A semiparametric instrumental variable approach to optimal treatment regimes under endogeneity
   2019/11/21 by Cui, Yifan, Tchetgen, Eric Tchetgen · 3 citations
   #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistics Theory (math.ST)
5. Consistency of survival tree and forest models: splitting bias and correction
   2017/07/30 by Cui, Yifan, Zhu, Ruoqing, Zhou, Mai +1 · 2 citations
   #62G08 #62G20 #62N01 #FOS: Computer and information sciences #FOS: Mathematics #Methodology (stat.ME) #Statistics Theory (math.ST)
6. Selective machine learning of doubly robust functionals
   2019/11/05 by Yifan Cui, Eric Tchetgen Tchetgen, Cui, Yifan +1 · 6 citations
   Mathematics · #Statistical Methods and Inference #Advanced Causal Inference Techniques #Statistical Methods in Clinical Trials
7. Confidence Distribution and Distribution Estimation for Modern Statistical Inference
   2021/09/04 by Yifan Cui, Minge Xie, Cui, Yifan +1 · 2 citations
   Computer Science · Decision Sciences · Mathematics · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Methodology (stat.ME) #Probabilistic and Robust Engineering Design #Statistical Distribution Estimation and Applications
8. Proximal Causal Inference for Marginal Counterfactual Survival Curves
   2022/04/27 by Andrew Ying, Yifan Cui, Ying, Andrew +3 · 2 citations
   Mathematics · Economics, Econometrics and Finance · #Advanced Causal Inference Techniques #Health Systems, Economic Evaluations, Quality of Life #Healthcare Policy and Management
9. Policy Learning with Distributional Welfare
   2023/11/27 by Cui, Yifan, Han, Sukjin · 2 citations
   #Econometrics (econ.EM) #FOS: Computer and information sciences #FOS: Economics and business #FOS: Mathematics #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistics Theory (math.ST)
10. Marginal Structural Models for Time-varying Endogenous Treatments: A Time-Varying Instrumental Variable Approach
    2018/09/14 by Eric J. Tchetgen Tchetgen, Haben Michael, Tchetgen, Eric J Tchetgen +3 · 1 citation
    Economics, Econometrics and Finance · Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #Methodology (stat.ME) #Statistical Methods and Inference
11. Optimal Treatment Regimes for Proximal Causal Learning
    2022/12/19 by Shen, Tao, Cui, Yifan · 1 citation
    #FOS: Computer and information sciences #Machine Learning (stat.ML) #Methodology (stat.ME)
12. A Semiparametric Instrumented Difference-in-Differences Approach to Policy Learning
    2023/10/14 by Pan Zhao, Yifan Cui, Zhao, Pan +1 · 1 citation
    Mathematics · #Advanced Causal Inference Techniques #Econometrics (econ.EM) #FOS: Computer and information sciences #FOS: Economics and business #FOS: Mathematics #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistical Methods and Inference #Statistics Theory (math.ST)
13. Selective Machine Learning of the Average Treatment Effect with an Invalid Instrumental Variable
    2019/07/27 by Sun, Baoluo, Cui, Yifan, Tchetgen, Eric Tchetgen · 1 citation
    #FOS: Computer and information sciences #Methodology (stat.ME)
14. Vision Technologies with Applications in Traffic Surveillance Systems: A Holistic Survey
    2024/11/30 by Wei Zhou, Zhou, Wei, Lei Zhao +11 · 1 citation
    Computer Science · #Currency Recognition and Detection #Video Surveillance and Tracking Methods #Neural Networks and Applications