Lingsong Zhang

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

Department of Statistics
Purdue University
150 N. University St.
West Lafayette, IN, 47907

Web: www.stat.purdue.edu/~lingsong
Email: lingsong AT purdue DOT edu
Tel: 765-494-7913 (office)

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 Statistiscs, School of Mathematical Sciences

    • Research

    Statistical Methodology

    High dimensional inference
    Functional Data Analysis
    Multiscale Methods

    Applications

    Network traffic
    Bioinformatics
    Healthcare Engineering

    Teaching

    2010 Spring, STAT 50300 Statistical Methods for Biology

    Selected Publication

    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, (acceptance rate is 30%).

    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- rst author)

    last updated on November 28, 2009 11:41 AM