STATISTICAL METHODS IN MICROARRAY DATA ANALYSIS
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 an...
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| Format: | Others |
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UKnowledge
2009
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| Online Access: | http://uknowledge.uky.edu/gradschool_diss/795 http://uknowledge.uky.edu/cgi/viewcontent.cgi?article=1798&context=gradschool_diss |