# Wenge Guo

Guo, Wenge

Associate Professor, Mathematical Sciences

210B Cullimore Hall

**About Me**

I am presently an Associate Professor of Statistics in the Department of Mathematical Sciences at the New Jersey Institute of Technology. Before coming to New Jersey, I worked as a Research Fellow at the National Institute of Environmental Health Sciences for two years. I received my Ph.D. in Biostatistics from the Department of Environmental Health at the University of Cincinnati in 2007.

My research interests include: Large-scale multiple testing, Selective Inference, High-dimensional data analysis, Bioinformatics, Machine learning, Biostatistics, Adaptive design, Statistical methods for clinical trials.

I am serving on the editorial boards of three journals, Statistics & Probability Letters, PLOS ONE, and Calcutta Statistical Association Bulletin.

**Courses Taught**

- Math 654: Design and Analysis of Clinical Trials
- Math 644: Regression Analysis Method
- Math 448: Stochastic Simulation
- Math 447: Applied Time Series Analysis
- Math 344: Regression Analysis
- Math 664: Methods for Statistical Consulting
- Math 660: Introduction to Statistical Computing
- Math 659: Survival Analysis

**Selected Publications**

- Sarkar, S., Fu, Y. and
**Guo, W.**(2016). Improving Holm's procedure using pairwise dependencies., 103, 237-243.**Biometrika** - Grandhi, A.,
**Guo, W.**and Peddada, S. (2016). A multiple pairwise comparisons reveals differential gene expression patterns and pathways in uterine fibroids by their size., 17:104.**BMC Bioinformatics** **Guo, W.**and Romano, J. P. (2015). On stepwise control of directional errors under independence and some dependence., 163, 21-33.**Journal of Statistical Planning and Inference**- Qiu, Z.,
**Guo, W.**and Lynch, G. (2015). On generalized fixed sequence procedures for controlling the FWER., 34, 3968-3983.**Statistics in Medicine** **Guo, W.**, Li He and Sarkar, S. (2014). Further results on controlling the false discovery proportion., 42, 1070-1101.**Annals of Statistics**- Sarkar, S., Chen, J. and
**Guo, W.**(2013). Multiple testing in a two-stage adaptive design with combination tests controlling FDR., 108, 1385-1401.**Journal of the American Statistical Association** **Guo, W.**, Yang, M., Xing, C. and Peddada, S. (2012). Analysis of high dimensional data using pre-defined set and subset information, with applications to genomic data., 13:177.**BMC Bioinformatics**- Sarkar, S.,
**Guo, W.**and Finner, H. (2012). On adaptive procedures controlling the familywise error rate., 142, 65-78.**Journal of Statistical Planning and Inference** **Guo, W.**and Rao, M. B. (2010). On stepwise control of the generalized familywise error rates., 4, 472-485.**Electronic Journal of Statistics**- Sarkar, S. and
**Guo, W.**(2010). Procedures controlling generalized false discovery rate using bivariate distributions of the null p-values., 20, 1227-1238.**Statistica Sinica** **Guo, W.**, Sarkar, S. and Peddada, S. (2010). Controlling false discoveries in multidimensional directional decisions, with applications to gene expression data on ordered categories., 66, 485-492.**Biometrics****Guo, W.**(2009). A note on adaptive Bonferroni and Holm's procedures under dependence., 96, 1012-1018.**Biometrika**- Sarkar, S. and
**Guo, W.**(2009). On a generalized false discovery rate., 37, 1545-1565.**Annals of Statistics** **Guo, W.**and Peddada, S. (2008). Adaptive choice of the number of bootstrap samples in large scale multiple testing., 7(1), Article 13.**Statistical Applications in Genetics and Molecular Biology****Guo, W.**and Rao, M. B. (2008). On optimality of the Benjamini-Hochberg procedure for the false discovery rate., 78, 2024-2030.**Statistics and Probability Letters****Guo, W.**and Rao, M. B. (2008). On control of the false discovery rate under no assumption of dependency., 28, 3176-3188.**Journal of Statistical Planning and Inference****Guo, W.**and Romano, J. (2007). A generalized Sidak-Holm procedure and control of generalized error rates under independence., 6(1), Article 3.**Statistical Applications in Genetics and Molecular Biology**

For a complete list of publications, see my research website: https://web.njit.edu/~wguo/research.html