Qing Mai
Papers
Mai, Q. (2013). A review of discriminant analysis in high dimensions. Wiley Interdisciplinary Reviews: Computational Statistics, 5, 190-197. (Invited.).
Mai, Q., and Zou, H. (2013). A note on the equivalence of three sparse
linear discriminant methods. Technometrics, 55, 243-246
Mai, Q., and Zou, H. (2013). The Kolmogorov filter for variable
screening in high-dimensional binary classification. Biometrika, 100, 229-234.
Mai, Q., Zou, H. and Yuan, M. (2012). A direct
approach to sparse discriminant analysis in ultra-high dimensions.
Biometrika, 99, 29-42.
Mai, Q. (2007). A model for predicting the spreading of malicious
codes. Advances in Study of Risk Analysis and Crisis
Response, Proceedings of the First International Conference on Risk
Analysis and Crisis Response, 759-769.
Mai, Q. and Zou, H. (2012). Semiparametric sparse discriminant
analysis in ultra-high dimensions. Submitted.
Software
R package dsda: performs direct sparse discriminant analysis.