Lingsong Zhang

Assistant Professor of Statistics, Department of Statistiscs, Purdue University
Joint appointment at Regenstrief Center for Healthcare Engineering, Purdue University

Contact Information

Telephone: (765) 494-7913
Email: lingsong AT purdue DOT edu
Web: www.stat.purdue.edu/~lingsong
Address: Department of Statistics, Purdue University, 150 N. University St., West Lafayette, IN, 47907

Education

• 2007 Ph. D. University of North Carolina at Chapel Hill. Department of Statistics and Operations Research
Dissertation Title: Functional Singular Value Decomposition and MultiResolution Anomaly Detection Method
Advisors: J. S. Marron, Zhengyuan Zhu and Haipeng Shen.
• 2002 M. S. Tsinghua University, PR China, Department of Mathematical Sciences
Advisor: Xuan Lu.
• 1999 B. S. Peking University, PR China, Department of Probability and Statistics, School of Mathematical Sciences

Research (website)

• Statistical Methodology
High dimensional inference
Functional Data Analysis
Scale space inference

• Applications
Network traffic
Bioinformatics
Healthcare Engineering

Teaching (website)

• 2012 Spring, STAT 51100 Statistical Methods
• 2011 Fall, STAT 50300 Statistical Methods for Biology
• 2011 Spring, STAT 50300 Statistical Methods for Biology
• 2010 Spring, STAT 50300 Statistical Methods for Biology

Selected Publication

• Zhang, L. and Zhu, Z. (2012+) "Spatial Multiresolution Cluster Detection Method", Statistics and Its Inference, in press. Available at arXiv:1205.2106
• Zhang, L. and Lin, X. (2011+) "Some considerations of classification for high dimension low-sample size data", Statistical Methods in Medical Research, Published online before print November 23, 2011, doi:10.1177/0962280211428387
• Wu, M. C., Zhang, L., Wang, Z., Christiani, D. C. and Lin, X. (2009) "Sparse linear discriminant analysis for simultaneous testing for the significance of a gene set/pathway and gene selection", Bioinformatics, 25(9), pp. 1145-1151.
• Zhang, L., Zhu, Z., Jeffay, K., Marron, J. S. and Smith, F. D. (2008), "MultiResolution Anomaly Detection for the Internet", Proceedings of IEEE INFOCOM Workshop on Auto mated Network Management, Phoenix, AZ, April 18, 2008.
• Zhang, L., Marron, J. S., Shen, H. and Zhu, Z. (2007), "Singular Value Decomposition and its Visualization" Journal of Computational and Graphical Statistics, vol. 16, no. 4, pp. 833-854.
• Terrell, J. and Zhang, L., Jeffay, K., Nobel, A., Shen, H., Smith, F. D., Zhu, Z. (2005), "Multivariate SVD Analyses for Network Anomaly Detection", SIGCOMM Poster Proceeding (Refereed), Philadelphia, August, 2005. (Co-first author)