Research Catalog

Title

Design and analysis of DNA microarray investigations / Richard M. Simon ... [et al.].

Publication

New York : Springer, 2003.

Items in the Library & Off-site

Details

Additional Authors

Simon, Richard M., 1943-

Description

x, 199 p. : ill. (some col.); 24 cm.

Summary

"This book is targeted to biologists with limited statistical background and to statisticians and computer scientists interested in being effective collaborators on multidisciplinary DNA microarray projects. State-of-the-art analysis methods are presented with minimal mathematical notation and a focus on concepts. This book is unique because it is authored by statisticians at the National Cancer Institute who are actively involved in the application of microarray technology."--BOOK JACKET.

Series Statement

Statistics for biology and health

Uniform Title

Statistics for biology and health.

Subject

• DNA microarrays > Statistical methods
• Oligonucleotide Array Sequence Analysis > methods
• Data Interpretation, Statistical
• Research Design

Contents

1. Introduction -- 2. DNA Microarray Technology -- 3. Design of DNA Microarray Experiments -- 4. Image Analysis -- 5. Quality Control -- 6. Array Normalization -- 7. Class Comparison -- 8. Class Prediction -- 9. Class Discovery -- A. Basic Biology of Gene Expression -- B. Description of Gene Expression Datasets Used as Examples -- C. BRB-ArrayTools.

ISBN

0387001352 (hbk. : alk. paper)

LCCN

2003054790

OCLC

• ocm52388053
• SCSB-4869480

Owning Institutions

Columbia University Libraries