Baiguo An

Post Doctoral Research Associate
Biostatistics

Email: anbg200 at email dot unc dot edu

Education

Ph.D. in Statistics, School of Mathematics and Statistics, Northeast Normal University , China, 2012
Dissertation: Some Studies on Model Sparseness

B.S. in Applied Mathematics, School of Mathematics and Statistics, Northeast Normal University , China, 2006

Experience

2014. 01- Now, Postdoctoral Research Associate, Department of Biostatistics, University of North Carolina at Chapel Hill, NC, U.S.A

2013.01- 2013.12, Postdoctoral Research Associate, Department of Statistics and Operation Research, University of North Carolina at Chapel Hill, NC, U.S.A

Research Interests

Machine learning

Regression shrinkage and selection

Hypothesis testing in high dimensional case

Ultra-high-dimensional data analysis

Publications

1. An, B.G., Wang, H.S., and Guo, J.H. Testing the statistical significance of an ultra-high-dimensional naive Bayes classifier (2013). Statistics and Its Interface, 6 223-229.

2. An, B.G., Guo, J.H., and Wang, H.S. Multivariate regression shrinkage and selection by canonical correlation analysis (2013). Computational Statistics & Data Analysis, 62 93-107.

3. An, B.G., Guo, J.H., and Liu, Y.F. Hypothesis testing for band size detection of high dimensional banded precision matrices (2014). Biometrika, 101 477-483.