Exploration and analysis of DNA microarray and protein array data /
A cutting-edge guide to the analysis of DNA microarray data. Genomics is one of the major scientific revolutions of this century, and the use of microarrays to rapidly analyze numerous DNA samples has enabled scientists to make sense of mountains of genomic data through statistical analysis. Today,...
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| Format: | Electronic eBook |
| Language: | English |
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Hoboken, NJ :
John Wiley,
©2004.
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| Series: | Wiley series in probability and statistics.
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| Subjects: | |
| Online Access: | CONNECT |
MARC
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| 100 | 1 | |a Amaratunga, Dhammika, |d 1956- | |
| 245 | 1 | 0 | |a Exploration and analysis of DNA microarray and protein array data / |c Dhammika Amaratunga, Javier Cabrera. |
| 260 | |a Hoboken, NJ : |b John Wiley, |c ©2004. | ||
| 300 | |a 1 online resource (xiv, 246 pages) : |b illustrations | ||
| 336 | |a text |b txt |2 rdacontent | ||
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| 490 | 1 | |a Wiley series in probability and statistics. | |
| 500 | |a Wiley EBA |5 TMurS | ||
| 504 | |a Includes bibliographical references (pages 222-236) and indexes. | ||
| 505 | 0 | |a Exploration and Analysis of DNA Microarray and Protein A rray Data; Contents; Preface; 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; References; Author Index; Subject Index. | |
| 520 | |a A cutting-edge guide to the analysis of DNA microarray data. Genomics is one of the major scientific revolutions of this century, and the use of microarrays to rapidly analyze numerous DNA samples has enabled scientists to make sense of mountains of genomic data through statistical analysis. Today, microarrays are being used in biomedical research to study such vital areas as a drug's therapeutic value-or toxicity-and cancer-spreading patterns of gene activity. Exploration and Analysis of DNA Microarray and Protein Array Data answers the need for a comprehensive, cutting-edge overview of this. | ||
| 588 | 0 | |a Print version record. | |
| 546 | |a English. | ||
| 650 | 0 | |a DNA microarrays |x Statistical methods. | |
| 650 | 0 | |a Protein microarrays |x Statistical methods. | |
| 650 | 2 | |a Oligonucleotide Array Sequence Analysis |x statistics & numerical data | |
| 650 | 2 | |a Protein Array Analysis |x statistics & numerical data | |
| 700 | 1 | |a Cabrera, Javier. | |
| 730 | 0 | |a WILEYEBA | |
| 776 | 0 | 8 | |i Print version: |a Amaratunga, Dhammika, 1956- |t Exploration and analysis of DNA microarray and protein array data. |d Hoboken, NJ : John Wiley, ©2004 |z 0471273988 |z 9780471273981 |w (DLC) 2003050097 |
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