Exploration and Analysis of DNA Microarray and Other High-Dimensional Data: Second Edition

Dhammika Amaratunga; Javier Cabrera; Ziv Shkedy

doi:10.1002/9781118364505

Exploration and Analysis of DNA Microarray and Other High-Dimensional Data: Second Edition

Dhammika Amaratunga, Javier Cabrera, Ziv Shkedy

Rutgers, The State University

Research output: Book/Report › Book

18 Scopus citations

Abstract

In August 1999, at the Joint Statistical Meetings in Baltimore, two of us [DA & JC] were invited to present a paper on "The Analysis of DNA Microchip Data." This was the first presentation in any Joint Statistical Meetings on the topic of DNA microarrays, as they are now called. In just a few years, the field has exploded and, in each of the recent Joint Statistical Meetings, there have been over a hundred presentations related to DNA microarrays! The Baltimore paper outlined many of the issues that are still being discussed today, including intensity-dependent normalization, the use of methods that are robust to outliers, improving the sensitivity of the analysis by borrowing strength across genes, and interpretation of results in a way that is germane to the overall objectives of a study. However, there have been many developments since then, and this book represents our effort at organizing this material into a semicoherent whole.

Original language	American English
Publisher	Wiley-Blackwell
Number of pages	317
Volume	9781118356333
ISBN (Electronic)	9781118364505
ISBN (Print)	9781118356333
DOIs	https://doi.org/10.1002/9781118364505
State	Published - Mar 17 2014

ASJC Scopus subject areas

General Mathematics
General Medicine
General Biochemistry, Genetics and Molecular Biology

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10.1002/9781118364505

Cite this

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Exploration and Analysis of DNA Microarray and Other High-Dimensional Data: Second Edition

Abstract

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