Peng Zeng headshot
Peng Zeng
Department of Mathematics and Statistics
Associate Professor

Research Areas: Statistics

Office: 206 Extension Hall

Address: 221 Parker Hall
Auburn, AL 36849-5310

Phone: (334) 844-3680

Fax: (334) 844-6555

Email: zengpen@auburn.edu

Website


Education
Ph.D., Purdue University
2005
M.S., Purdue University
2003
B.S., Nankai University
1999


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: 09/21/2022