* Statistical Computing
* Large Data Sets
* Longitudinal Analysis
* Life Science applications including cheminformatics
* Prognostic Modeling in Cancer
* Behavioral Genetics
Statistics 406
Statistics 547
Statistics 600
Statistics 606
Positions
Co-Undergraduate Advisor
Department of Statistics, University of Michigan
B.S. Mathematics, University of Michigan, 1994
Ph.D. Statistics, University of California, Los Angeles, 1999
Shedden K., Kshirsagar M.P., Schwartz D.R., Wu R., Yu H., Misek D.E., Hanash S., Katabuchi H., Ellenson L.H., Fearon E.R. & Cho K.R. (2005) Historical Type, Organ of Origin, and Wnt Pathway Status: Impact on Gene Expression in Ovarian and Uterine Carcinomas Clinical Cancer Research 11(6) 2123-2131
Shedden K & Rosania G.R. (2004) Exploratory chemoinformatic analysis of cell-type selective anticancer drug targeting Molecular Pharmaceutics 1(4) 267-280
Michailidis G. & Shedden K. (2003) The application of rule based methods to class prediction problems in genomics Journal of Computational Biology 10(5) 689-698
Shedden K., Taylor J.M.G., Giordano T.J., Kuick R., Misek D.E., Rennert G., Schwartz D.R., Gruber S.B., Logsdon C., Simeone D., Kardia S.L.R., Greenson J.K., Cho K.R., Beer D.G., Fearon E.R. & Hanash S. (2003) Accurate Molecular Classification of Human Cancers Based on Gene Expression using a Simple Classifier with a Pathologic Tree-Based Framework American Journal of Pathology 163(5) 1985-1995
Cooper S. & Shedden K. (2003) Microarray analysis of gene expression during the cell cycle Cell and Chromosome 2(1)
Li K.C., Aragon Y., Shedden K. & Agnan C.T. (2003) Dimension reduction for multivariate response data JASA 98 461