Multi-source
Overcoming Brute Force: Efficient Causal Discovery via Optimization
Zhenyu Wang, Yifan Hu, Peter Bühlmann, Zijian Guo
In Prepartion, 2024
Distributionally Robust Machine Learning with Multi-source Data
Zhenyu Wang, Peter Bühlmann, Zijian Guo
arXiv:2309.02211, 2023
Non-regular Inference
Zhenyu Wang, Zijian Guo, Min-ge Xie
In Preparation, 2024
High-dimensional Statistics
SIHR: Statistical Inference in High-Dimensional Linear and Logistic Regression Models
Prabrisha Rakshit, Zhenyu Wang, T. Tony Cai, Zijian Guo
Co-first Author, Accepted by R Journal, 2024
Softwares
- SIHR: Statistical Inference in High-dimensional Regression.
- RobustIV: Robust Instrumental Variable Methods in Linear Models.
- MaximinInfer: Inference for Maximin Effects in High-dimensional Settings.
- DLL: Decorrelated Local Linear Estimator.
