Bioinformatics Methods: From Omics to Next Generation Sequencing / Edition 1. Shili Lin, Denise Scholtens, Sujay Datta, Shili Lin, Denise Scholtens, Sujay Datta

Bioinformatics Methods: From Omics to Next Generation Sequencing / Edition 1

Bioinformatics-Methods-From.pdf
ISBN: 9781498765152 | 336 pages | 9 Mb

Bioinformatics Methods: From Omics to Next Generation Sequencing / Edition 1
Shili Lin, Denise Scholtens, Sujay Datta, Shili Lin, Denise Scholtens, Sujay Datta
Page: 336
Format: pdf, ePub, fb2, mobi
ISBN: 9781498765152
Publisher: Taylor & Francis

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The past three decades have witnessed an explosion of what is now referred to as high-dimensional ‘omics' data. Bioinformatics Methods: From Omics to Next Generation Sequencing describes the statistical methods and analytic frameworks that are best equipped to interpret these complex data and how they apply to health-related research. Covering the technologies that generate data, subtleties of various data types, and statistical underpinnings of methods, this book identifies a suite of potential analytic tools, and highlights commonalities among statistical methods that have been developed. An ideal reference for biostatisticians and data analysts that work in collaboration with scientists and clinical investigators looking to ensure rigorous application of available methodologies. Key Features: Survey of a variety of omics data types and their unique features Summary of statistical underpinnings for widely used omics data analysis methods Description of software resources for performing omics data analyses

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The critical difference between Sanger sequencing and NGS is sequencing volume. While the Sanger method only sequences a single DNA fragment at a time,
Bioinformatics Methods: From Omics to Next Generation Sequencing
Shili Lin, ‎Denise Scholtens, ‎Sujay Datta · 2022 · ‎MathematicsFrom Omics to Next Generation Sequencing Shili Lin, Denise Scholtens, Sujay Datta. 1 and Let μ μ2 denote vectors of length m of mean methylation signals for
Application of next-generation sequencing technologies in
Table 1. Summary of current next-generation technologies: methods used in accuracy and throughput for RNA-seq (see subsection on Transcriptomics),
Bioinformatics Methods: From Omics to Next Generation
Bioinformatics Methods: From Omics to Next Generation Sequencing describes the statistical methods and analytic frameworks that are best equipped to interpret
OMICS: Books - Amazon.com
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