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http://www.illinois.edu/ Department of Statistics UNIVERSITY OF ILLINOIS AT URBANA-CHAMPAIGN
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xuming he
email: x-he*
phone: 217.333.4792
fax: 217.244.7190
office:
103C Illini Hall
725 S. Wright St.
Champaign, IL 61820
+ more faculty in the statistics department.
+ to statistics department main page.
*AT illinois DOT edu
Professor of Statistics
Ph.D. in Statistics, University of Illinois at Urbana-Champaign, 1989
Research Interests
- Robust statistics
- Regression quantiles
- Semiparametric models
- Data depth
- Dimension reduction
- Applications to educational testing, speech and hearing, epidemiology, and microarray data analysis
Honors and Appointments
- Fellow of the Institute of Mathematical Statistics (IMS)
- Fellow of the American Statistical Association (ASA)
- Editorial board member: Annals of Statistics, JASA, Statistica Sinica, Sankhya, Statistics and Probability Letters
- Editor of the IMS Bulletin
- Program Director for Statistics, National Science Foundation, 2003-2005
Selected Publications
- Bai, Z.D. and He, X. (1999): Asymptotic distributions of the maximal depth estimators for regression and multivariate location. Annals of Statistics, vol. 27, no. 5, 1616-1637.
- He, X. and Hu, F. (2002): Markov Chain Marginal Bootstrap. Journal of the American Statistical Association, Vol. 97, no. 459, 783-795.
- He, X., Fung, W.K., and Zhu, Z.Y. (2005): Robust Estimation in Generalized Partial Linear Models for Clustered Data. Journal of the American Statistical Association, Vol. 100, No. 472, 1176-1184.
- Kocherginsky, M., He, X. and Mu, Y. (2005): Practical Confidence Intervals for Regression Quantiles. Journal of Computational and Graphical Statistics , Vol. 14, no. 1, 41-55.
- Perlman, A.L., He, X., Barkmeier, J., and Van Leer, E. (2005): Bolus Location Associated with Videofluoroscopic and Respirodeglutometric Events. Journal of Speech, Language, and Hearing Research, Vol. 48, no. 1, 21-33.
- Wei, Y. and He, X. (2006): Conditional Growth Charts (with discussions). Annals of Statistics Vol. 34, 2069-2031.
- Lin, G., He, X., Hanlee, J., Shi, L., Davis, R.W., and Zhong, S. (2006): Reproducibility Probability Score: Incorporating Measurement Variability across Laboratories for Gene Selection. Nature Biotechnology, Vol. 24(12), 1476-1477.
- Wang, H.X. and He, X. (2007): Detecting Differential Expressions in GeneChip Microarray Studies: A Quantile Approach. Journal of the American Statistical Association, Vol. 102, 104-112.
- Hu, J and He, X. (2007): Enhanced quantile normalization of microarray data to reduce loss of information in the gene expression profile. Biometrics, Vol. 63, No. 1, (in press).
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