Design and analysis of DNA microarray investigations /
[Book]
Richard M. Simon [and others]
x, 199 pages :
illustrations ;
24 cm
Statistics for biology and health
Includes bibliographical references (pages 185-194) and index
Introduction -- DNA microarray technology -- Design of DNA microarray experiments -- Image analysis -- Quality control -- Array normalization -- Class comparison -- Class prediction --Class discovery -- A: Basic biology of gene expression -- B: Description of gene expression datasets used as examples -- C: BRB-array tools
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"This book is targeted to biologists with limited statistical background and to statisticians and computer scientists interested in being effective collaborators on multidisciplinary DNA microarray projects. State-of-the-art analysis methods are presented with minimal mathematical notation and a focus on concepts. This book is unique because it is authored by statisticians at the National Cancer Institute who are actively involved in the application of microarray technology."--Jacket