Course Projects

12. S. Chiang and Q. Li, "A comparison of performance of frequentist and Bayesian approaches to graphical LASSO and adaptive graphical LASSO," STAT648 Graphical Models and Networks, 2014 [paper] [slides]

11. Y. Ni and Q. Li, "Bayesian probabilistic matrix factorization for recommender system," STAT640 Data Mining and Statistical Learning, 2013 [paper]

10. L. Zhang and Q. Li, "Bayesian multivariate density estimation via Dirichlet process mixture model," STAT550 Nonparametric Function Estimation, 2013 [paper] [slides]

9. Q. Li and D. Wadsworth, "Multivariate analysis of Japanese toxicogenomics project pathology data," STAT541 Multivariate Analysis, 2012 [paper] [slides]

8. Q. Li, "Bayesian clustering and variable selection of high-dimensional count data," STAT522 Advanced Bayesian Statistics, 2012 [poster]

7. Q. Li, "Parameter estimation of hidden Markov model via Baum-Welch algorithm," STAT632 Probability in Bioinformatics and Genetics, 2012 [paper] [slides]

6. S. Hong, Q. Li, and E. McMahon, "A comparative analysis of United States major and low-cost Airlines," STAT405 Statistical Computing and Graphics, 2011 [paper] [poster]

5. S. Hong, Q. Li, and E. McMahon, "Discovering the causes of deaths of intellectuals in Mexico," STAT405 Statistical Computing and Graphics, 2011 [paper]

4. M. Horn, D. Li, Q. Li, and A. Wilson, "Discovering brand marketing strategy of vehicle manufacturing groups," STAT405 Statistical Computing and Graphics, 2011 [paper]

3. Q. Li and W. Zhang, "Data mining for high-quality photo selection," CSC5180 Techniques for Data Mining, 2009 [paper] [slides]

2. Q. Li, "An overview of statistical learning system and theory," CSC5150 Learning Theory and Computational Finance, 2009 [paper]

1. Q. Li, "A naïve distributed CSMA algorithm for fair throughput distribution based on BoE Computation," IEG5200 Optimization and Control in Communication Networks, 2008 [paper] [slides]