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DNA microarrays and gene expression : from experiments to data analysis and modeling / Pierre Baldi and G. Wesley Hatfield

Author
Baldi, Pierre
Published
Cambridge, U.K. ; New York : Cambridge University Press, 2002.
Physical Description
1 online resource (xvi, 213 pages) : illustrations
Additional Creators
Hatfield, G. Wesley, 1940-
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Contents
Cover; Half-title; Title; Copyright; Contents; Preface; 1 A brief history of genomics; 2 DNA array formats; 3 DNA array readout methods; 4 Gene expression profiling experiments: Problems, pitfalls, and solutions; 5 Statistical analysis of array data: Inferring changes; 6 Statistical analysis of array data: Dimensionality reduction, clustering, and regulatory regions; 7 The design, analysis, and interpretation of gene expression profiling experiments; 8 Systems biology; Appendix A; Appendix B; Appendix C; Appendix D; Index.
Summary
DNA microarrays are revolutionizing biology and medicine. They can provide a snapshot of the level of gene expression in a cell and are therefore a powerful tool with which to study biological phenomena at the molecular level. This inter-disciplinary introduction will be essential reading for researchers of all disciplines.
Subject(s)
ISBN
0511063210 (electronic bk.)
9780511063213 (electronic bk.)
0511071671
9780511071676
9780511541773 (ebook)
0511541775 (ebook)
9780521800228 (hardback)
0521800226 (hardback)
1280160411
9781280160417
9780521176354 (paperback)
0521176352
Bibliography Note
Includes bibliographical references and index.
View MARC record | catkey: 43158910