DNA Microarrays and Gene Expression

Baldi, Pierre & G. Wesley Hatfield

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Author
Baldi, Pierre & G. Wesley Hatfield
Publish Date
2002
Subtitle
From Experiments to Data Analysis and Modeling
Book Type
Hardcover
Number of Pages
213
Publisher Name
54
ISBN-10
0521800226
ISBN-13
9780521800228
citemno
044853
Edition
1
SKU
9780521800228

Description

Massive data acquisition technologies--such as genome sequencing, high-throughput drug screening, and DNA arrays--are in the process of revolutionizing biology and medicine. This concise, user-friendly and interdisciplinary guide to DNA microarray technology is an introduction and a reference for both biologists and computational scientists. The authors describe the underlying technologies and offer an awareness of the "noise" and pitfalls present in the data generated. They also provide an idea of the different data mining techniques and algorithms that are available to interpret data, and the advantages and disadvantages of each in differing situations.