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Academic Credentials |
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Ph.D. (Mathematics) 2003, Department of Mathematics, University of British Columbia, Canada.
M.Sc. (Statistics) 1999, Department of Statistics, University of British Columbia, Canada.
B.A. (Mathematics) 1994, Kuwait University, Kuwait.
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Research Interests |
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Statistical Computing.
Robustness.
Data Mining.
Bayesian statistics. |
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Selected Publications |
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Alqallaf, F. A. (2003). A new Contamination model for robust estimation with large high-dimensional data sets. PhD Thesis. Department of Mathematics, University of British Columbia.
Alqallaf, F.A., Konis, K.P., Martin, R.D. and Zamar, R.H. (2002). "Scalable robust covariance and correlation estimates for data mining" Proceedings of the Seventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Edmonton, Alberta 14-23.
Alqallaf, F. and Gustafson, P. (2001). "On cross-validation of Bayesian models." Canadian Journal of Statistics 29, 333-340.
Alqallaf, F. A. (1999). Bayesian cross-validation choice and assessment of statistical models. M.Sc. Thesis. Department of Statistics, University of British Columbia. |
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