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Wenguang Sun

Associate Professor of Data Sciences and Operations
Building
BRI
Room / Office
401W

PhD, University of Pennsylvania; BS, Peking University

Wenguang Sun is a statistician whose research interests include large-scale multiple testing, high-dimensional inference, statistical decision theory, and causal inference. His research has been published in leading statistical journals including Journal of the American Statistical Association and Journal of the Royal Statistical Society, Series B. Professor has won several research awards including the ENAR Distinguished Student Paper Award and Saul Winegrad Dissertation Award from University of Pennsylvania. He received a grant from the National Science Foundation on large-scale multiple testing. Prior to joining USC, he was a faculty member at the Department of Statistics at North Carolina State University.

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Cai, Tony.,Sun, Wenguang.,Wang, Weinan. () "CARS: a covariate-assisted approach to large-scale two-sample inference with sparse means".
Basu, Pallavi.,Cai, Tony.,Sun, Wenguang.,Das, Kironmoy. () "False discovery rate control for weighted multiple hypothesis testing".
Cai, Tony.,Sun, Wenguang. () "Optimal Screening of Sparse Signals, with Applications to Multistage High-throughput Studies", Journal of the Royal Statistical Society, Series B.
Wang, Weinan.,Sun, Wenguang. () "SMART: multi-stage adaptive testing for sparse signal recovery.".
Cai, Tony.,Sun, Wenguang. () "Large-Scale Global and Simultaneous Inference: Estimation and Testing in Very High Dimensions", Annual Review of Economics, 9.
Feng, Tao.,Basu, Pallavi.,Sun, Wenguang.,Mack, Wendy. () "Control of false discovery rate and optimal design for high-throughput screening.".
Sun, Wenguang.,Reich, Brian.,Cai, Tony.,Guidani, Michele.,Schwartzman, Armin. () "False Discovery Control in Large-Scale Spatial Multiple Testing", Journal of the Royal Statistical Society, Series B, 77, 59-83.
Sun, Wenguang.,Wei, Zhi. () "Hierarchical recognition of sparse patterns in large-scale simultaneous inference.", Biometrika, 102, 267-280.
Cao, Hongyuan.,Sun, Wenguang.,Kosorok, Michael. () "The optimal power puzzle: scrutiny of the monotone likelihood ratio assumption in multiple testing", Biometrika, 100, 495-502.
Sun, Wenguang.,McLain, Alex. () "Multiple testing of composite null hypotheses in heteroscedastic models", Journal of the American Statistical Association.
James, Gareth.,Sun, Wenguang.,Qiao, Xinghao. () "Discussion of Clustering Random Curves Under Spatial Interdependence with Application to Service Accessibility ", Technometrics, 54, 123-126.
Sun, Wenguang.,Wei, Zhi. () "Multiple Testing for Pattern Identification, With Applications to Microarray Time-Course Experiments", Journal of the Americal Statistical Association.