Date Available
12-14-2011
Year of Publication
2009
Degree Name
Doctor of Philosophy (PhD)
Document Type
Dissertation
College
Arts and Sciences
Department
Statistics
First Advisor
Dr. Mai Zhou
Second Advisor
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
