Chao Huang

 

PhD Student

Biostatistics

Email: chaoh at email dot unc dot edu

 

Education

Ph.D in Applied Mathematics, Southeast University , Nanjing, China, 02/2011-06/2014
Title: Advanced Studies of Some Statistical Inference Problems in Extreme
Value Distributions and Medical Images Analysis

MS in Probability and Statistics, Southeast University , Nanjing, China, 09/2008-01/2011

BS in Applied Mathematics, Southeast University , Nanjing, China, 09/2004-06/2008

 

Research Interests
Image data analysis
Imaging genetics
Statistical shape analysis
Statistics of extremes
Mixture model

 

Publications

Journal Papers

1. Huang C., Styner M. Zhu H. T. (2015)
Clustering High-Dimensional Landmark-based Two-dimensional Shape Data.
Journal of the American Statistical Association. Accepted.

2. Huang C., Shan L., Charles C., Wolfgang W., Niethammer M. and Zhu H. T. (2015)
Diseased Region Detection of Longitudinal Knee Magnetic Resonance Imaging Data.
IEEE Transactions on Medical Imaging. Accepted.

3. Huang M. Y., Nichols T., Huang C., Yang Y., Lu Z. H., Feng Q. J., Knickmeyer R. C. and Zhu H. T. (2015)
FVGWAS: Fast Voxelwise Genome Wide Association Analysis of Large-scale Imaging Genetic Data.
NeuroImage. Accepted.

4. Chen G., Huang C. and Lin J. G. (2014)
Statistical diagnostics for functional linear regression models with Gaussian process errors.
Communication on Applied Mathematics and Computation. 28(1): 117-126.

5. Huang C. and Lin J. G. (2013)
Modified maximum spacings method for generalized extreme value distribution and applications in real data analysis.
Metrika. 77(7): 867-894.

6. Huang C., Lin J. G. and Ren Y. Y. (2013)
Testing for the Shape Parameter of Generalized Extreme Value Distribution Based on the L_q-Likelihood Ratio Statistic.
Metrika. 76(5): 641-671.

7. Zhang K. S., Lin J. G. and Huang C. (2013)
Some New Results on Weighted Geometric Mean for Copulas.
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems. 21(2): 277-288.

8. Huang C., Lin J. G. and Ren Y. Y. (2012)
Statistical Inferences for Generalized Pareto Distribution Based on Interior Penalty Function Algorithm and Bootstrap Methods and Applications in Analyzing Stock Data.
Computational Economics. 39(2): 173-192.

9. Lin J. G., Zhuang Q. Y. and Huang C. (2012)
Fuzzy Statistical Analysis of Multiple Regression with Crisp and Fuzzy Covariates and Applications in Analyzing Economic Data of China.
Computational Economics. 39(1): 39-49.

10. Yang Y., Lin J. G., Huang C. and Ma X. (2011)
The finite time ruin probability in two non standard renewal risk models with constant interest rate and dependent subexponential claims.
Journal of the Korean Statistical Society. 41(2): 213-224.

11. Lin J. G., Huang C., Zhuang Q. Y. and Zhu L. P. (2010)
Estimating generalized state density of near-extreme events and its applications in analyzing stock data. Insurance: Mathematics and Economics. 47, 13-20.

Conference paper

1. Huang C., Shan L., Charles C., Niethammer M. and Zhu H. (2013) Diseased Region Detection of Longitudinal Knee MRI Data.
Information Processing in Medical Imaging. 632-643.