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Date Available
12-14-2011
Year of Publication
2009
Document Type
Dissertation
Degree Name
Doctor of Philosophy (PhD)
College
Arts and Sciences
Department/School/Program
Statistics
Faculty
Dr. Mai Zhou
Faculty
Dr. William S. Griffith
Faculty
Dr. Arne Bathke
Abstract
This dissertation includes three topics. First topic: Regularized estimation in the AFT model with high dimensional covariates. Second topic: A novel application of quantile regression for identification of biomarkers exemplified by equine cartilage microarray data. Third topic: Normalization and analysis of cDNA microarray using linear contrasts.
Recommended Citation
Huang, Liping, "STATISTICAL METHODS IN MICROARRAY DATA ANALYSIS" (2009). University of Kentucky Doctoral Dissertations. 795.
https://uknowledge.uky.edu/gradschool_diss/795
