Code: 06820282

Statistical Methods for CGH Array Analysis

Name: Statistical Methods for CGH Array Analysis
Brand: VDM Verlag
SKU: 06820282
Price: 50.05 EUR
Availability: BackOrder
Author: Pei Wang
ISBN: 9783639114065

by Pei Wang

Language: English
Binding: Paperback
Number of pages: 38
Publisher: VDM Verlag, 2010
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Genomic DNA copy number alterations are key genetic events in the initiation and progression of human cancers. Recent advance in the technique of microarray comparative genomic hybridization (array CGH) enables one to screen genome-wide for all possible regions with DNA copy number alterations, such as chromosome gains and losses, or localized amplifications and deletions. In this book, we introduce two statistical methods addressing two different questions for the data analysis of array CGH. The first method---Cluster Along Chromosomes--- is developed for calling gains and losses in CGH arrays. The second method--- Boosted PRIM (Patient Rule Induction Method)--- is developed to search for oncogenic pathways using array-CGH data. The performance of the methods are illustrated through both simulation studies and real applications.