
Department of Statistics
University of Wisconsin
1300 University Avenue
Madison, WI 53706
cmzhang at stat dot wisc dot edu
Office: 1155 MSC
Phone: 608-262-0084
Fax: 608-262-0032

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Chunming Zhang
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Education
- PhD (2000), statistics,
University of North Carolina-Chapel Hill
- MS, computational mathematics,
Academia Sinica, Beijing, China
- BS, mathematical statistics,
Nankai University, Tianjin, China
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Position Held
- 2010-now: Professor of Statistics, University of Wisconsin-Madison.
- 2005-2010: Associate Professor of Statistics, University of Wisconsin-Madison.
- 2000-2005: Assistant Professor of Statistics, University of Wisconsin-Madison.
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Editorial Board
- Associate Editor for Annals of Statistics (2007-2009; 2019-2021);
- Associate Editor for Journal of the American Statistical Association (2011-2013; 2014-2017);
- Associate Editor for Journal of Statistical Planning and Inference (2012--2018);
- Associate Editor for Journal of Data Science (2020--);
- Associate Editor for The New England Journal of Statistics in Data Science (2020--)
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Research Interests
- Statistical learning & data mining
- Statistical methods with applications to imaging, neuroinformatics and bioinformatics
- Multiple testing; large-scale simultaneous inference and applications
- Statistical methods in financial econometrics
- Non- and semi-parametric estimation & inference
- Functional & longitudinal data analysis
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Selected Publications
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Guo, R.S., Zhang, C.M. and Zhang, Z.J. (2020).
"Maximum Independent Component Analysis with application to EEG data".
Statistical Science, 35, 145--157.
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Zhang, C.M., Chai, Y., Guo, X., Gao, M., Devilbiss, D.M., and Zhang, Z. (2016).
"Statistical learning of neuronal functional connectivity".
Technometrics, 58, 350-359.
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Liu, J. Zhang, C.M., and Page, D. (2016).
"Multiple testing under dependence via graphical models".
Annals of Applied Statistics, 10, 1699-1724.
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Du, L. and Zhang, C.M. (2014).
"Single-index modulated multiple testing".
Annals of Statistics, 42, 1262-1311.
- Yu, T., Zhang, C.M., Alexander, A.L., and Davidson, R.J. (2013).
"Local tests for identifying anisotropic diffusion areas in human brain with DTI".
Annals of Applied Statistics, 7, 201-225.
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Zhang, C.M., Fan, J. and Yu, T. (2011).
"Multiple testing via FDRL for large-scale imaging data".
Annals of Statistics, 39, 613-642.
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Zhang, C.M., Jiang, Y., and Chai, Y. (2010).
"Penalized Bregman divergence for large-dimensional regression and classification".
Biometrika, 97, 551-566.
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Zhang, C.M. and Yu, T. (2008).
"Semiparametric detection of significant activation for brain fMRI".
Annals of Statistics, 36, 1693-1725.
- Hall, P., Minnotte, M.C., and Zhang, C.M. (2004).
"Bump hunting with non-Gaussian kernels".
Annals of Statistics, 32, 2124-2141.
- Zhang, C.M. (2003).
"Calibrating the degrees of freedom for automatic data smoothing and effective curve checking".
Journal of the American Statistical Association, 98, 609-628.
- Fan, J. and Zhang, C.M. (2003).
"A reexamination of diffusion estimators with applications to financial model validation".
Journal of the American Statistical Association, 98, 118-134.
- Fan, J., Zhang, C.M., and Zhang, Jian (2001).
"Generalized likelihood ratio statistics and Wilks phenomenon".
Annals of Statistics, 29, 153-193.
(correction, 2002, 30, 1811-1811.)
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Students and collaborators
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Teaching
- STAT-351 (Introductory Nonparametric Statistics).
- STAT-609 (Mathematical Statistics I).
- STAT-610 (Mathematical Statistics II).
- STAT-732 (Large Sample Theory of Statistical Inference)
- STAT-809 (Non-Parametric Statistics).
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