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Lawrence J. Hubert
Lyle H. Lanier Professor of Psychology Professor of Statistics and Educational Psychology
Ph.D. from Stanford University
Quantitative Division
| Office: | 433 Psychology Building |
| Phone: | (217) 333-6593 |
| Fax: | (217) 244-5876 |
| Email: | lhubert@uiuc.edu |
| Website: | publications |
Data analysis methods in psychology and the behavioral sciences generally with particular emphasis on representation techniques; strategies of combinatorial data analysis including exploratory optimization approaches and confirmatory nonparametric methods.
Representative Publications:
- Hubert, L. J., Arabie, P., & Meulman, J. (2006). The structural representation of proximity matrices with MATLAB. Philadelphia: SIAM (325 pp.).
- Hubert, L. J., Arabie, P., & Meulman, J. (2002). Linear unidimensional scaling in the L_{2}-norm: Basic optimization methods using MATLAB. Journal of Classification, 19, 303-328.
- Hubert, L. J., Arabie, P., & Meulman, J. (2001). Modeling dissimilarity: Generalizing ultrametric and additive tree representations. British Journal of Mathematical and Statistical Psychology, 54, 103-123.
- Hubert, L. J., Arabie, P., & Meulman, J. (2001). Combinatorial data analysis: Optimization by dynamic programming. Philadelphia: SIAM (177 pp.).
- Hubert, L. J., Meulman, J., & Heiser, W. (2000). Two purposes for matrix factorization: A historical appraisal. SIAM Review, 42, 68--82.
Classes Recently Taught:
- Psychology 594: Multivariate Analysis in Psychology and Education
- Psychology 406: Statistical Methods I
- Psychology 407: Statistical Methods II