Article
Pathway analysis of microarray data via regression.
Journal of computational biology : a journal of computational molecular cell biology - 1 Apr 2008
Adewale A J, Dinu I, Potter J D, Liu Q, Yasui Y
Abstract excerpt
Pathway analysis of microarray data evaluates gene expression profiles of a priori defined biological pathways in association with a phenotype of interest. We propose a unified pathway-analysis method that can be used for diverse phenotypes including binary, multiclass, continuous, count, rate, and censored survival phenotypes. The proposed method also allows covariate adjustments and correlation in the phenotype...
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