Microarray is an important technology which enables people to investigate the expression levels of thousands of genes at the same time. A series of methods are proposed in this book to to detect differentially expressed genes while controlling the false discovery rate. In Chapter 1 and 2, a brief introduction of the Affymetrix GeneChip microarray technology and a literature review of the related works on this matter is provided.In Chapter 3, a t-mixture model based method is proposed to detect...
Microarray is an important technology which enables people to investigate the expression levels of thousands of genes ...