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COSAM » COSAM Faculty » Mathematics and Statistics » Peng Zeng

Peng Zeng
Associate Professor

Research Areas - Statistics

Office: 230-C Parker Hall

221 Parker Hall
Auburn, AL 36849-5310

Phone: (334) 844-3680
Fax: (334) 844-6555

Lab/Research Page


Ph.D., Purdue University
M.S., Purdue University
B.S., Nankai University

Professional Employment

Associate Professor, Department of Mathematics and Statistics, Auburn University
2010 - present
Assistant Professor, Department of Mathematics and Statistics, Auburn University
2005 - 2010

Professional Activities

Memberships in professional societies, editor of a journal, on an editorial board.

Research and Teaching Interests

Statistics: High-Dimensional data Analysis; Dimension Reduction; Design of Experiments; Bioinformatics; Semi-Parametric Regression; Uncertainty Quantification

Selected Publications

  1. Peng Zeng and Yichao Wu (2013). Coordinate great circle descent algorithm with application to single-index models. Statistics and Its Interface 6, 511--518. 
  2. Peng Zeng, Tianhong He, and Yu Zhu (2012). A lasso-type approach for estimation and variable selection in single-index models. Journal of Computational and Graphical Statistics 21, 92--109. 
  3. Peng Zeng and Yu Zhu (2010). An integral transform method for estimating the central mean and central subspaces. Journal of Multivariate Analysis 101, 271--290. 
  4. Peng Zeng (2008). Determining the dimension of the central subspace and central mean subspace. Biometrika 95, 469--479. 
  5. Yu Zhu and Peng Zeng (2006). Fourier methods for estimating the central subspace and the central mean subspace in regression. Journal of the American Statistical Association 101, 1638--1651. 

Last updated: 11/13/2015