Research Interest

• Nonparametric and Semiparametric Modeling
• Functional and Longitudinal Data Analysis
• Model Selection
• Computational Biology and Statistical Genetics

Publications

• Fan, J., Huang, T., and Peng, H. (2005). Semilinear High-Dimensional Model for Normalization of Microarray Data: A Theoretical Analysis and Partial Consistency. (with Discussion). Journal of the American Statistical Association, 100, 781--813.
• Fan, J. and Huang, T. (2005). Profile Likelihood Inferences on Semiparametric Varying-Coefficient Partially Linear Models. Bernoulli, 11, 1031-1057.
• Huang, T., Wu, B., Lizardi, P., and Zhao, H. (2005). Detection of DNA Copy Number Alterations Using Penalized Least Squares Regression. Bioinformatics, 21(20), 3811-3817.

Teaching

• STAT 398L & STAT 598, Statistics Laboratory (Spring, 2009)
• APMA 312 - 1 & 2, Statistics (Fall, 2008)
• STAT 533, Data Mining/Machine Learning (Spring, 2008)
• STAT 712, Foundations of Statistics II (Spring, 2008)
• STAT 711, Foundations of Statistics I (Fall, 2007)
• STAT 526, Categorical Data Analysis (Spring, 2007)
• APMA 311, Probability and Stastitics (Spring, 2007)
• STAT 712, Statistical Inference (Fall, 2006)