Exploration and analysis of DNA microarray and protein array data

Description:

The emergence of genomics, the study of genes, is one of the major scientific revolutions of this century. Microarrays, a method used to analyze numerous DNA samples rapidly, enables scientists to make sense of this mountain of data using statistical analysis. They are being used in such areas of biomedical research as studying patterns for gene activity that cause cancers to spread. This book presents a comprehensive methodology for analyzing DNA microarray and protein array data. The most comprehensive treatment of this important emerging field, Exploration and Analysis of DNA Microarray and Protein Array Data includes: A review of basic molecular biology and a chapter introducing microarrays and their preparation Chapters on processing scanned images, preprocessing microarray data, group comparative experiments, and other designs Discussions of clustering, protein arrays, and applications for diagnostic tools Ample exercises assist absorption.

subjects: DNA microarrays,  Genetic Models,  Methods,  Models, Genetic,  Oligonucleotide Array Sequence Analysis,  Protein Array Analysis,  Protein microarrays,  Statistical methods,  Statistics & numerical data,  Dna (métodos estatísticos),  Biologia molecular,  Dna,  Proteins, analysis,  Education, science, chemistry,  Statistical Models,  Dna microarrays--statistical methods,  Protein microarrays--statistical methods,  Oligonucleotide array sequence analysis--statistics & numerical data,  Protein array analysis--statistics & numerical data,  Qp624.5.d726 a45 2004,  2003 o-969,  Qz 52 a485e 2004,  572.8/636