Baoluo Sun

1. Identification and Inference for Marginal Average Treatment Effect on the Treated With an Instrumental Variable
   2015/06/26 by Lan Liu, Liu, Lan, Wang Miao +8 · 4 citations
   Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #stat.ME
2. Discrete Choice Models for Nonmonotone Nonignorable Missing Data: Identification and Inference
   2016/07/09 by Eric J. Tchetgen Tchetgen, Linbo Wang, Tchetgen, Eric J. Tchetgen +4 · 3 citations
   Mathematics · Social Sciences · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Survey Methodology and Nonresponse #stat.ME
3. High-dimensional Model-assisted Inference for Local Average Treatment Effects with Instrumental Variables
   2020/09/19 by Baoluo Sun, Zhiqiang Tan, Sun, Baoluo +1 · 2 citations
   Economics, Econometrics and Finance · Mathematics · Social Sciences · #Advanced Causal Inference Techniques #Economic Policies and Impacts #FOS: Computer and information sciences #FOS: Mathematics #Intergenerational and Educational Inequality Studies #Methodology (stat.ME) #Statistics Theory (math.ST)
4. GENIUS-MAWII: For Robust Mendelian Randomization with Many Weak Invalid Instruments
   2021/07/13 by Ting Ye, Zhonghua Liu, Ye, Ting +5 · 3 citations
   Biochemistry, Genetics and Molecular Biology · #FOS: Computer and information sciences #FOS: Mathematics #Genetic Associations and Epidemiology #Genetic Mapping and Diversity in Plants and Animals #Genetic and phenotypic traits in livestock #Methodology (stat.ME) #Statistics Theory (math.ST)
5. Selective Machine Learning of the Average Treatment Effect with an Invalid Instrumental Variable
   2019/07/27 by Baoluo Sun, Sun, Baoluo, Yifan Cui +3 · 1 citation
   Mathematics · #Advanced Causal Inference Techniques #Artificial intelligence #Average treatment effect #Causal inference #Computer science #Consistency (knowledge bases) #Econometrics #Estimator #FOS: Computer and information sciences #Instrumental variable #Machine learning #Mathematics #Methodology (stat.ME) #Nonparametric statistics #Population #Robustness (evolution) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Statistics #Variable (mathematics)