Kang, Hyunseung

1. Instrumental Variables Estimation with Some Invalid Instruments and its Application to Mendelian Randomization
   2014/01/22 by Kang, Hyunseung, Zhang, Anru, Cai, T. Tony +1 · 4 citations
   #FOS: Computer and information sciences #Methodology (stat.ME)
2. Peer Encouragement Designs in Causal Inference with Partial Interference and Identification of Local Average Network Effects
   2016/09/14 by Kang, Hyunseung, Imbens, Guido · 2 citations
   #FOS: Computer and information sciences #Methodology (stat.ME)
3. Estimating Treatment Effects using Multiple Surrogates: The Role of the Surrogate Score and the Surrogate Index
   2016/03/30 by Athey, Susan, Chetty, Raj, Imbens, Guido +1 · 1 citation
   #Econometrics (econ.EM) #FOS: Computer and information sciences #FOS: Economics and business #Machine Learning (stat.ML) #Methodology (stat.ME)
4. Inference for Instrumental Variables: A Randomization Inference Approach
   2016/06/13 by Kang, Hyunseung, Peck, Laura, Keele, Luke · 1 citation
   #Applications (stat.AP) #FOS: Computer and information sciences #Methodology (stat.ME)
5. Debiased Inverse-Variance Weighted Estimator in Two-Sample Summary-Data Mendelian Randomization
   2019/11/22 by Ting Ye, Jun Shao, Ye, Ting +3 · 1 citation
   Biochemistry, Genetics and Molecular Biology · #Genetic Associations and Epidemiology #Genetic and phenotypic traits in livestock #Genetic Mapping and Diversity in Plants and Animals
6. Inferring Treatment Effects After Testing Instrument Strength in Linear Models
   2020/03/14 by Nan Bi, Hyunseung Kang, Bi, Nan +3 · 1 citation
   Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
7. Two Robust Tools for Inference about Causal Effects with Invalid Instruments
   2020/06/02 by Hyunseung Kang, Kang, Hyunseung, Youjin Lee +5 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Mathematics · #Advanced Causal Inference Techniques #Applications (stat.AP) #FOS: Computer and information sciences #Genetic Associations and Epidemiology #Methodology (stat.ME) #Statistical Methods in Clinical Trials
8. A Robust, Differentially Private Randomized Experiment for Evaluating Online Educational Programs With Sensitive Student Data
   2021/12/05 by Kancharla, Manjusha, Kang, Hyunseung · 1 citation
   #Applications (stat.AP) #FOS: Computer and information sciences #Methodology (stat.ME)
9. A More Efficient, Doubly Robust, Nonparametric Estimator of Treatment Effects in Multilevel Studies
   2021/10/14 by Park, Chan, Kang, Hyunseung · 1 citation
   #FOS: Computer and information sciences #Methodology (stat.ME)
10. Minimum Resource Threshold Policy Under Partial Interference
    2021/11/18 by Park, Chan, Chen, Guanhua, Yu, Menggang +1 · 1 citation
    #Applications (stat.AP) #FOS: Computer and information sciences
11. Identification and Inference with Invalid Instruments
    2024/07/28 by Kang, Hyunseung, Guo, Zijian, Liu, Zhonghua +1 · 2 citations
    #Applications (stat.AP) #FOS: Computer and information sciences #FOS: Mathematics #Methodology (stat.ME) #Statistics Theory (math.ST)
12. Transporting causal effects from a randomized trial without "transportability:" a case study of political advertising during U.S. elections
    2024/11/02 by Xinran Miao, Miao, Xinran, Zhao, Jiwei +2 · 1 citation
    Social Sciences · #Applications (stat.AP) #Electoral Systems and Political Participation #FOS: Computer and information sciences #Methodology (stat.ME)