Ning, Yang

1. Robust Estimation of Causal Effects via High-Dimensional Covariate Balancing Propensity Score
   2018/12/20 by Yang Ning, Sida Peng, Ning, Yang +3 · 9 citations
   Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
2. A General Theory of Hypothesis Tests and Confidence Regions for Sparse High Dimensional Models
   2014/12/30 by Ning, Yang, Liu, Han · 6 citations
   #FOS: Computer and information sciences #Machine Learning (stat.ML)
3. Optimal and Safe Estimation for High-Dimensional Semi-Supervised Learning
   2020/11/28 by Siyi Deng, Ning Yang, Deng, Siyi +5 · 6 citations
   Computer Science · Mathematics · #Advanced Statistical Methods and Models #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistical Methods and Inference #Statistics Theory (math.ST)
4. Heterogeneity-aware and communication-efficient distributed statistical inference
   2019/12/20 by Rui Duan, Duan, Rui, Yang Ning +3 · 4 citations
   Mathematics · #Advanced Causal Inference Techniques #Distributed #FOS: Computer and information sciences #FOS: Mathematics #Methodology (stat.ME) #Parallel #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Statistics Theory (math.ST) #and Cluster Computing (cs.DC)
5. Optimal Covariate Balancing Conditions in Propensity Score Estimation
   2021/08/03 by Fan, Jianqing, Imai, Kosuke, Lee, Inbeom +3 · 4 citations
   #Applications (stat.AP) #FOS: Computer and information sciences #FOS: Mathematics #Methodology (stat.ME) #Statistics Theory (math.ST)
6. Adaptive Estimation in Structured Factor Models with Applications to Overlapping Clustering
   2017/04/23 by Xin Bing, Bing, Xin, Florentina Bunea +5 · 2 citations
   Mathematics · Computer Science · #Random Matrices and Applications #Statistical Methods and Inference #Bayesian Methods and Mixture Models
7. Optimal Sampling for Generalized Linear Models under Measurement Constraints
   2019/07/17 by Zhang, Tao, Ning, Yang, Ruppert, David · 2 citations
   #Computation (stat.CO) #FOS: Computer and information sciences #Methodology (stat.ME)
8. Estimation and inference on high-dimensional individualized treatment rule in observational data using split-and-pooled de-correlated score
   2020/07/08 by Liang, Muxuan, Choi, Young-Geun, Ning, Yang +2 · 2 citations
   #FOS: Computer and information sciences #Methodology (stat.ME)
9. High Dimensional Semiparametric Latent Graphical Model for Mixed Data
   2014/04/29 by Jianqing Fan, Han Liu, Fan, Jianqing +5 · 1 citation
   Mathematics · Computer Science · #Statistical Methods and Inference #Bayesian Methods and Mixture Models #Bayesian Modeling and Causal Inference
10. Testing and Confidence Intervals for High Dimensional Proportional Hazards Model
    2014/12/16 by Ethan X. Fang, Ning Yang, Fang, Ethan X. +3 · 1 citation
    Decision Sciences · Engineering · #FOS: Computer and information sciences #FOS: Mathematics #Fatigue and fracture mechanics #Machine Learning (stat.ML) #Probabilistic and Robust Engineering Design #Risk and Safety Analysis #Statistics Theory (math.ST)
11. A Unified Theory of Confidence Regions and Testing for High Dimensional Estimating Equations
    2015/10/30 by Neykov, Matey, Ning, Yang, Liu, Jun S. +1 · 1 citation
    #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistics Theory (math.ST)
12. Efficient augmentation and relaxation learning for individualized treatment rules using observational data
    2019/01/03 by Ying‐Qi Zhao, Eric B. Laber, Zhao, Ying-Qi +7 · 1 citation
    Mathematics · Medicine · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Liver Disease Diagnosis and Treatment #Methodology (stat.ME) #Statistical Methods and Inference
13. A Likelihood Ratio Framework for High Dimensional Semiparametric Regression
    2014/12/06 by Yang Ning, Ning, Yang, Tianqi Zhao +3 · 1 citation
    Mathematics · Computer Science · #Statistical Methods and Inference #Bayesian Methods and Mixture Models #Statistical Methods and Bayesian Inference
14. Inference in High-dimensional Multivariate Response Regression with Hidden Variables
    2022/01/20 by Bing, Xin, Cheng, Wei, Feng, Huijie +1 · 1 citation
    #FOS: Computer and information sciences #Methodology (stat.ME)