Office: Library
5-478
Email: keenk@unbc.ca
Office
Phone:(250) 960-5014 (with voicemail)
Cell: (250)
961-8301 (with voicemail)
Fax: (250)
960-5544
The This
course introduces the theory of statistical inference. The topics to be covered
from likelihood theory are maximum likelihood estimation, sufficiency, and the
likelihood ratio test. The topics to be covered from frequentist theory are
point estimation, unbiasedness, consistency, efficiency, confidence intervals,
small sample and large [sample] hypothesis tests. The topics to be covered from Bayesian
theory are risk, point estimation, and credible intervals.
A com A
comparative study of methods in supervised learning for the purpose of data
mining: bagging, boosting, bumping, random forests, neural networks, and
support vector methods. The emphasis is on gaining experience with cutting-edge
statistical methods for classification, regression, and prediction with complex
data of small sample size. Hands-on
experience will be obtained with applying state-of-the-art software for
statistical learning for classification of biomarker data from clinical studies
and facial images.
Dr. Keen joined the faculty of
UNBC in July 2004. Dr. Keen has held appointments as an Assistant Professor
teaching mathematics and statistics at Royal Roads Military College, statistics
at the University of Manitoba, and genetic epidemiology and biostatistics at
Case Western Reserve University in Cleveland, Ohio. He has over 28 refereed articles in
journals and encyclopedias.
His research involves the development of novel statistical techniques
and cutting-edge computer software for the analysis of multivariate family data
in the study of complex genetic diseases. He is the co-author of peer-reviewed
articles on metabolic syndrome, hypertension, and auto-immune diseases. Dr. Keen has served as a statistical
consultant designing and analyzing clinical trials and public health
intervention studies. He has been
involved in consulting projects with the forest products industry in northern
Dr. Keen was accredited as a Professional Statistician, with the designation P.Stat., by the Statistical Society of Canada on 24 February 2005.
Publications
To Appear
Keen,
K. J. (2010),
“Graphics for Statistics and Data Analysis with R,”
Houser, S. M., Keen,
K. J. (2009). “In
Response to The Role of Allergy and Smoking in Chronic Rhinosinusitis and
Polyposis (Letter to the Editor),” Laryngoscope, 119, 1449-1551.
Houser, S. M., Keen,
K. J. (2009). “In
Response to The Role of Allergy and Smoking in Chronic Rhinosinusitis and
Polyposis (Letter to the Editor),” Laryngoscope, 119, 616.
Houser, S. M., Keen
K. J. (2008). “The Role
of Allergy and Smoking in Chronic Rhinosinusitis and Polyposis,” Laryngoscope,
118: 1521-1527.
Cmejrek,
Ryan C., Gutman, Michael T., Torres, Augusto J., Keen, Kevin J., Houser,
Steven M. (2005). “The Effect of Injection Immunotherapy on Mucociliary
Clearance Time in Allergic Patients,” Otolaryngology—Head and Neck
Surgery, 133, 9-15.
Pen and Scroll Award of the
Certificate of Teaching Excellence from the University of Manitoba, University Teaching Service, and the University of Manitoba Students’ Union, 1996.
The Commemorative Medal for the 125th Anniversary of the Confederation of Canada (Citation: for excellence in teaching), 1993.
International Genetic Epidemiology Society
.