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Research Interests & Recent Projects | | Methods for analysis of gene expression, proteomics and metabolomics studies, statistical applications in molecular biology, radiation biology
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Education | | PhD, Mathematics, University of Illinois, Chicago, 1972 | | AB, Natural Sciences, Shimer College, 1966 |
Courses Taught | | EAD-115: Numerical Methods for Engineering and Science Applications | | EPP-245: Statistical methods for laboratory data |
Selected Publications | | Goldberg, Z., Rocke, D.M., Schwietert, C. Berglund, S. R., Santana, A., Jones, A., Lehmann, A., Stern, R., Lu, R. and Siantar, C. H. (2006) Human In Vivo Dose Response to Controlled, Low-Dose Low LET Ionizing Radiation Exposure. Clinical Cancer Research, 12, 3723–3729. | | Rocke, D. M., Goldberg, Z., Schwietert, C. and Santana, A. (2005) A Method for Detection of Differential Gene Expression in the Presence of Inter-Individual Variability in Response. Bioinformatics, 21, 3990–3992. | | Rocke, D. M. (2004) Design and Analysis of Experiments with High Throughput Biological Assay Data. Seminars in Cell and Developmental Biology, 15, 708–713. | | Purohit, P. V. and Rocke, D. M. (2003) Discriminant Models for High-Throughput Proteomics Mass Spectrometer Data. Proteomics, 3, 1699–1703. | | Nguyen, D. V. and Rocke, D. M. (2002) Multi-Class Cancer Classification via Partial Least Squares with Gene Expression Profiles. Bioinformatics, 18, 1216–1226. | | Durbin, B., Hardin, J., Hawkins, D. and Rocke, D. M. (2002) A Variance-Stabilizing Transformation for Gene-Expression Microarray Data. Bioinformatics, 18, S105–S110. |
Professional Affiliations/Awards | | Fellow, American Association for the Advancement of Science, 2007 | | Elected Member, International Statistical Institute, 1997 | | Fellow, American Statistical Association, 1995 | | Shewell Award, Chemical and Process Industries Division, American Society for Quality Control, 1987 | | Award for Interlaboratory Testing, American Statistical Association, 1985 | | Youden Prize, Chemical Division, American Society for Quality Control, 1982 |
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