Sotabase

Career

· Associate Professor, Sun Yat-sen University2017–
· Tenure-Track Assistant Professor, University of Calgary2015–2017
· Postdoctoral Researcher, University of North Carolina at Chapel Hill2014–2015
· Ph.D., Statistics, University of Waterloo2010–2014
· Master of Mathematics, Statistics, University of Waterloo2008–2010
· Bachelor of Science, Mathematics, University of Science and Technology of China2004–2008

Publications (23)

An Introduction to Proximal Causal Learning
medRxiv · 2020
173
cited
Minimax Kernel Machine Learning for a Class of Doubly Robust Functionals
International Conference on Artificial Intelligence and Statistics · 2021
49
cited
Proximal causal inference for complex longitudinal studies
Journal of the Royal Statistical Society Series B: Statistical Methodology · 2021
45
cited
Two‐stage residual inclusion for survival data and competing risks—An instrumental variable approach with application to SEER‐Medicare linked data
Statistics in Medicine · 2018
43
cited
Marked crosswalks in US transit-oriented station areas, 2007–2020: A computer vision approach using street view imagery
Environment and Planning B Urban Analytics and City Science · 2022
34
cited
Detection of sparse mixtures: higher criticism and scan statistic
Electronic Journal of Statistics · 2018
18
cited
Doubly robust estimation under covariate-induced dependent left truncation.
Biometrika · 2022
12
cited
Proximal Causal Inference for Marginal Counterfactual Survival Curves
2022
12
cited
Proximal Survival Analysis to Handle Dependent Right Censoring
2022
12
cited
A New Causal Approach to Account for Treatment Switching in Randomized Experiments under a Structural Cumulative Survival Model
medRxiv · 2021
4
cited
A scan procedure for multiple testing: Beyond threshold-type procedures
2021
4
cited
On Defense of the Hazard Ratio
2023
3
cited
A Scan Procedure for Multiple Testing
2018
2
cited
Asymptotic Theory for Doubly Robust Estimators with Continuous-Time Nuisance Parameters
2023
2
cited
Causal Effects of Prenatal Drug Exposure on Birth Defects with Missing by Terathanasia
Statistics in Biosciences · 2020
2
cited
Deepening the Understanding of Double Robustness Geometrically
2024
2
cited
A Robust Instrumental Variable Method Accounting for Treatment Switching in Open-Label Randomized Controlled Trials
2022
Causal Identification for Complex Functional Longitudinal Studies
International Conference on Learning Representations · 2022
On the asymptotic distribution of the scan statistic for empirical distributions
Extremes · 2019
On the Asymptotic Distribution of the Scan Statistic for Point Clouds
2019
Sotabase
Andrew Ying | Researcher Profile | Sotabase | Sotabase