ENGLISH

Statistical analysis of gene expression microarray data

By Terry Speed

Book information

Publisher
Chapman & Hall/CRC
Year
2003
ISBN
1584883278, 9781584883272, 9780203011232
LCC
QP624.5.D726 S73 2003
Open Library ID
OL8795330M
Language
english
Format
DJVU
Filesize
3 MB (3273703 bytes)
Series
Interdisciplinary statistics
Edition
1
Pages
218\218
Topic
Biology Molecular
Library
Kolxo3
DPI
300
Time added
2009-07-20 03:45:11
Биологические дисциплины;Молекулярная биология;Met

Description

Statistical Analysis of Gene Expression Microarray Data promises to become the definitive basic reference in the field. Under the editorship of Terry Speed, some of the world's most pre-eminent authorities have joined forces to present the tools, features, and problems associated with the analysis of genetic microarray data. These include: * Model-based analysis of oligonucleotide arrays, including expression index computation, outlier detection, and standard error applications * Design and analysis of comparative experiments involving microarrays, with focus on two-color cDNA or long oligonucleotide arrays on glass slides * Classification issues, including the statistical foundations of classification and an overview of different classifiers * Clustering, partitioning, and hierarchical methods of analysis, including techniques related to principal components and singular value decomposition

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