Xuming He

H. C. Carver Professor of Statistics

462 West Hall
Department of Statistics
University of Michigan
1085 South University
Ann Arbor, MI 48109-1107

Phone: (734)-936-4804
Fax: (734)-763-4676
E-Mail: xmhe@umich.edu
Website: http://www.xuminghe.com

Research Interests

Theory and methodology in semiparametric and nonparametric models, quantile regression, robust statistics, dimension reduction; Interdisciplinary research in biosciences, climate studies, dysphagia research, and social-economic studies.

Courses Taught

Positions

Professor, Department of Statistics, University of Michigan since 2011
Faculty, Department of Statistics, University of Illinois at Urbana-Champaign, 1993-2011
Faculty, Department of Mathematics, National University of Singapore, 1989-1993

Professional Services

Program Director of Statistics, National Science Foundation 2003-2005
Co-editor, Journal of the American Statistical Association (Theory & Methods) 2011-2014
Editor, IMS Bulletin 2007-2010
President of the International Chinese Statistical Association (ICSA), 2010

Professional Societies

Fellow of the American Association for the Advancement of Science
Fellow of the American Statistical Association
Fellow of the Institute of Mathematical Statistics
Elected Member of the International Statistical Institute

Education

Ph.D. Statistics, University of Illinois at Urbana-Champaign, 1989
MS in Mathematics, University of Illinois at Urbana-Champaign, 1989
BS in Applied Mathematics, Fudan University, 1984

Selected Publications

Feng, X., and He, X. (2009). Inference on low-rank data matrices with applications to microarray data. Annals of Applied Statistics, Vol. 3, No. 4, 1634-1654.

Zhou, J. and He, X. (2008). Dimension Reduction Based on Constrained Canonical Correlation and Variable Filtering. Annals of Statistics, Vol. 36, no. 4, 1649-1668.

Wei, Y and He, X. (2006). Conditional Growth Charts (with discussions). Annals of Statistics, Vol. 34, 2069-2097 and 2126-2131.

He, X. and Hu, F. (2002) Markov Chain Marginal Bootstrap. Journal of the American Statistical Association, Vol. 97, no. 459, 783-795.

He, X., Zhu, Z.Y. and Fung, W.K. (2002). Estimation in a Semiparametric Model for Longitudinal Data with Unspecified Dependence Structure. Biometrika , Vol. 89, No. 3, 579-590.

He, X. and Shao, Q.M. (1996). A general Bahadur representation of M-estimators and its application to linear regression with nonstochatic designs. Annals of Statistics, Vol. 24, no. 6, 2608-2630.

He, X., Simpson, D.G., and Portnoy, S. (1990). Breakdown Robustness of Tests. Journal of the American Statistical Association, Vol. 85, no. 40, 446-452.

He, X., Jureckova, J., Koenker, R. and Portnoy, S. (1990). Tail Behavior of Regression Estimators and Their Breakdown Points. Econometrica, Vol. 58, no. 5, 1195-1214.

Awards

Jerry and Ann Nerad Professorial Scholar Award, University of Illinois (2005)
IMS Medallion Lecturer, Keynote Speaker at the Joint Statistical Meetings (2007)

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