Geng, Zhi
- Identifying Causal Effects With Proxy Variables of an Unmeasured Confounder
2016/09/28 by Wang Miao, Zhi Geng, Miao, Wang +3 · 9 citations
Computer Science · Mathematics · #Advanced Causal Inference Techniques #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Bayesian Inference
- Identifiability of Normal and Normal Mixture Models With Nonignorable Missing Data
2015/09/13 by Miao, Wang, Ding, Peng, Geng, Zhi · 3 citations
#Applications (stat.AP) #FOS: Computer and information sciences #FOS: Mathematics #Statistics Theory (math.ST)
- Assessing the Treatment Effect Heterogeneity with a Latent Variable
2016/03/08 by Yin, Yunjian, Liu, Lan, Geng, Zhi · 2 citations
#FOS: Computer and information sciences #Methodology (stat.ME)
- Principal causal effect identification and surrogate endpoint evaluation by multiple trials
2015/07/21 by Zhichao Jiang, Peng Ding, Jiang, Zhichao +3 · 2 citations
Mathematics · #Advanced Causal Inference Techniques #Applications (stat.AP) #FOS: Computer and information sciences #FOS: Mathematics #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Statistics Theory (math.ST)
- Quantifying Individual Risk for Binary Outcome
2024/02/16 by Wu, Peng, Ding, Peng, Geng, Zhi +1 · 4 citations
#FOS: Computer and information sciences #Methodology (stat.ME)
- Identifying and bounding the probability of necessity for causes of effects with ordinal outcomes
2024/11/02 by Chao Zhang, Zhi Geng, Zhang, Chao +6 · 1 voice · 2 citations
Decision Sciences · #Forecasting Techniques and Applications
- Generalized Independent Noise Condition for Estimating Causal Structure with Latent Variables
2023/08/13 by Feng Xie, Xie, Feng, Biwei Huang +11 · 2 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Methodology (stat.ME)
- On the Comparative Analysis of Average Treatment Effects Estimation via Data Combination
2023/11/01 by Wu, Peng, Luo, Shanshan, Geng, Zhi · 2 citations
#FOS: Computer and information sciences #Methodology (stat.ME)
- Local Causal Structure Learning in the Presence of Latent Variables
2024/05/25 by Xie, Feng, Li, Zheng, Wu, Peng +3 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Efficiency-improved doubly robust estimation with non-confounding predictive covariates
2024/02/22 by Shanshan Luo, Mengchen Shi, Luo, Shanshan +7 · 1 citation
Decision Sciences · Engineering · Mathematics · #Advanced Statistical Methods and Models #Advanced Statistical Process Monitoring #FOS: Computer and information sciences #Fault Detection and Control Systems #Methodology (stat.ME)