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<p>Although less than a decade old, the field of microarray data analysis is now thriving and growing at a remarkable pace. Biologists, geneticists, and computer scientists as well as statisticians all need an accessible, systematic treatment of the techniques used for analyzing the vast amounts of data generated by large-scale gene expression studies. And there is arguably no group better qualified to do so than the authors of this book.</p> <p>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::</p> <ul class="noindent"> <li>Model-based analysis of oligonucleotide arrays, including expression index computation, outlier detection, and standard error applications<br> </li> <li>Design and analysis of comparative experiments involving microarrays, with focus on \ two-color cDNA or long oligonucleotide arrays on glass slides<br> </li> <li>Classification issues, including the statistical foundations o

Author

ed. by Terry Speed

Publisher

Chapman and Hall/CRC

Published

2003

Language

EN

ISBN

9781584883272

Subjects

Mathematics, Science, Technology