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Title | : | DNA Microarrays and Related Genomics Techniques: Design, Analysis, and Interpretation of Experiments (Chapman & Hall/CRC Biostatistics Series) |
Author | : | |
Rating | : | 4.43 (949 Votes) |
Asin | : | 0824754611 |
Format Type | : | paperback |
Number of Pages | : | 392 Pages |
Publish Date | : | 2017-01-12 |
Language | : | English |
This overwhelming deluge is quite daunting to either the applied investigator looking for methodologies or the methodologist trying to keep up with the field. In closing, the book explores the intellectual frontier – interpretation of microarray data. Although the details may change, the majority of the principles described in this book and the foundational categories it contains will stand the test of time, making the book a touchstone for researchers in this field.. In just a few short years the number of statistical papers providing approaches to analyzing microarray data has gone from almost none to hundreds if not thousands. Traditional statistical approaches to design and analysis were not developed to handle the high-dimensional, small sample problems posed by microarrays. DNA Microarrays and Related Genomics Techniques: Design, Analysis, and Interpretation of Experiments consolidates discussions of methodological advances into a single volume. The book’s structure parallels the steps an investigator or an analyst takes when conducting and analyzing a microarray experiment from conception to interpretation. There is no question that this field will continue to advance rapidly and some of the specific methodologies dis
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