Research Catalog

Exploration and analysis of DNA microarray and protein array data

Title
Exploration and analysis of DNA microarray and protein array data / Dhammika Amaratunga, Javier Cabrera.
Author
Amaratunga, Dhammika, 1956-
Publication
Hoboken, N.J. : Wiley-Interscience, c2004.
Supplementary Content
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Details

Additional Authors
Cabrera, Javier
Description
xiv, 246 p. : ill.; 25 cm.
Series Statement
Wiley series in probability and statistics
Uniform Title
Wiley series in probability and statistics.
Subject
  • DNA microarrays > Statistical methods
  • Protein microarrays > Statistical methods
  • Oligonucleotide Array Sequence Analysis
  • Protein Array Analysis
  • Models, Statistical
Bibliography (note)
  • Includes bibliographical references (p. 222-236) and indexes.
Contents
1. A Brief Introduction -- 2. Genomics Basics -- 3. Microarrays -- 4. Processing the Scanned Image -- 5. Preprocessing Microarray Data -- 6. Summarization -- 7. Two-Group Comparative Experiments -- 8. Model-Based Inference and Experimental Design Considerations -- 9. Pattern Discovery -- 10. Class Prediction -- 11. Protein Arrays.
ISBN
0471273988 (cloth)
LCCN
2003050097
OCLC
  • ocm52086239
  • SCSB-4837787
Owning Institutions
Columbia University Libraries