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Wenguang Sun, Ph.D.

Affiliations: 
2008 University of Pennsylvania, Philadelphia, PA, United States 
Area:
Biostatistics Biology
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"Wenguang Sun"
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Tony Cai grad student 2008 Penn
 (A new framework for large-scale multiple testing: Compound decision theory and data -driven procedures.)

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Publications

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Xia Y, Cai TT, Sun W. (2020) GAP: A General Framework for Information Pooling in Two-Sample Sparse Inference Journal of the American Statistical Association. 115: 1236-1250
Feng T, Basu P, Sun W, et al. (2019) Optimal design for high-throughput screening via false discovery rate control. Statistics in Medicine
Cai TT, Sun W, Wang W. (2019) Covariate‐assisted ranking and screening for large‐scale two‐sample inference Journal of the Royal Statistical Society Series B-Statistical Methodology. 81: 187-234
Basu P, Cai TT, Das K, et al. (2018) Weighted False Discovery Rate Control in Large-Scale Multiple Testing. Journal of the American Statistical Association. 113: 1172-1183
Cai TT, Sun W. (2017) Large-Scale Global and Simultaneous Inference: Estimation and Testing in Very High Dimensions Annual Review of Economics. 9: 411-439
Cai TT, Sun W. (2017) Optimal screening and discovery of sparse signals with applications to multistage high throughput studies Journal of the Royal Statistical Society Series B-Statistical Methodology. 79: 197-223
Sun W, Reich BJ, Cai TT, et al. (2015) False Discovery Control in Large-Scale Spatial Multiple Testing. Journal of the Royal Statistical Society. Series B, Statistical Methodology. 77: 59-83
Sun W, Wei Z. (2015) Hierarchical recognition of sparse patterns in large-scale simultaneous inference Biometrika. 102: 267-280
Cao H, Sun W, Kosorok MR. (2013) The optimal power puzzle: scrutiny of the monotone likelihood ratio assumption in multiple testing. Biometrika. 100: 495-502
Sun W, Mclain AC. (2012) Multiple testing of composite null hypotheses in heteroscedastic models Journal of the American Statistical Association. 107: 673-687
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