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Wenguang Sun
Wenguang Sun
Professor of Data Sciences and Operations, University of Southern California
Verified email at marshall.usc.edu - Homepage
Title
Cited by
Cited by
Year
Oracle and adaptive compound decision rules for false discovery rate control
W Sun, TT Cai
Journal of the American Statistical Association 102 (479), 901-912, 2007
3502007
Large-scale multiple testing under dependence
W Sun, T Tony Cai
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2009
2972009
On the estimation and use of propensity scores in case-control and case-cohort studies
R Månsson, MM Joffe, W Sun, S Hennessy
American journal of epidemiology 166 (3), 332-339, 2007
1602007
False discovery control in large-scale spatial multiple testing
W Sun, BJ Reich, T Tony Cai, M Guindani, A Schwartzman
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2015
1432015
Simultaneous testing of grouped hypotheses: Finding needles in multiple haystacks
TT Cai, W Sun
Journal of the American Statistical Association 104 (488), 1467-1481, 2009
1332009
A comparison of several approaches for choosing between working correlation structures in generalized estimating equation analysis of longitudinal binary data
J Shults, W Sun, X Tu, H Kim, J Amsterdam, JM Hilbe, T Ten‐Have
Statistics in medicine 28 (18), 2338-2355, 2009
1112009
Multiple testing in genome-wide association studies via hidden Markov models
Z Wei, W Sun, K Wang, H Hakonarson
Bioinformatics 25 (21), 2802-2808, 2009
752009
Covariate-assisted ranking and screening for large-scale two-sample inference
T Tony Cai, W Sun, W Wang
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2019
672019
Weighted false discovery rate control in large-scale multiple testing
P Basu, TT Cai, K Das, W Sun
Journal of the American Statistical Association 113 (523), 1172-1183, 2018
562018
Multiple testing for pattern identification, with applications to microarray time-course experiments
W Sun, Z Wei
Journal of the American Statistical Association 106 (493), 73-88, 2011
562011
Multiple testing of composite null hypotheses in heteroscedastic models
W Sun, AC McLain
Journal of the American Statistical Association 107 (498), 673-687, 2012
402012
False discovery rate control under general dependence by symmetrized data aggregation
L Du, X Guo, W Sun, C Zou
Journal of the American Statistical Association 118 (541), 607-621, 2023
372023
Power analyses for longitudinal study designs with missing data
XM Tu, J Zhang, J Kowalski, J Shults, C Feng, W Sun, W Tang
Statistics in medicine 26 (15), 2958-2981, 2007
342007
Optimal screening and discovery of sparse signals with applications to multistage high throughput studies
T Tony Cai, W Sun
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2017
332017
LAWS: A locally adaptive weighting and screening approach to spatial multiple testing
TT Cai, W Sun, Y Xia
Journal of the American Statistical Association 117 (539), 1370-1383, 2022
272022
The optimal power puzzle: scrutiny of the monotone likelihood ratio assumption in multiple testing
H Cao, W Sun, MR Kosorok
Biometrika 100 (2), 495-502, 2013
272013
GAP: a general framework for information pooling in two-sample sparse inference
Y Xia, TT Cai, W Sun
Journal of the American Statistical Association, 2019
212019
Large-scale global and simultaneous inference: Estimation and testing in very high dimensions
TT Cai, W Sun
Annual Review of Economics 9, 411-439, 2017
212017
Integrative conformal p-values for powerful out-of-distribution testing with labeled outliers
Z Liang, M Sesia, W Sun
arXiv preprint arXiv:2208.11111, 2022
172022
Nonparametric empirical bayes estimation on heterogeneous data
T Banerjee, LJ Fu, GM James, G Mukherjee, W Sun
arXiv preprint arXiv:2002.12586, 2020
162020
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