✦ LIBER ✦

Statistical analysis of gene expression microarray data

✍ Scribed by Terry Speed

Book ID: 127424440
Publisher: Chapman & Hall/CRC
Year: 2003
Tongue: English
Weight: 3 MB
Series: Interdisciplinary statistics
Edition: 1
Category: Library
City: Boca Raton, FL
ISBN: 0203011236

No coin nor oath required. For personal study only.

✦ Synopsis

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

✦ Subjects

Methods in Molecular Biology

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