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DNA Methylation Microarrays: Experimental Design and Statistical Analysis. Chapman & Hall/CRC Biostatistics Series

Sun-Chong Wang
4.9/5 (18259 ratings)
Read Now Download Now ⏭ listen AudioBook
Description:Providing an interface between dry-bench bioinformaticians and wet-lab biologists, DNA Methylation Microarrays: "Experimental Design and Statistical Analysis" presents the statistical methods and tools to analyze high-throughput epigenomic data, in particular, DNA methylation microarray data. Since these microarrays share the same underlying principles as gene expression microarrays, many of the analyses in the text also apply to microarray-based gene expression and histone modification (ChIP-on-chip) studies. After introducing basic statistics, the book describes wet-bench technologies that produce the data for analysis and explains how to preprocess the data to remove systematic artifacts resulting from measurement imperfections. It then explores differential methylation and genomic tiling arrays. Focusing on exploratory data analysis, the next several chapters show how cluster and network analyses can link the functions and roles of unannotated DNA elements with known ones. The book concludes by surveying the open source software (R and Bioconductor), public databases, and other online resources available for microarray research.Requiring only limited knowledge of statistics and programming, this book helps readers gain a solid understanding of the methodological foundations of DNA microarray analysis.We have made it easy for you to find a PDF Ebooks without any digging. And by having access to our ebooks online or by storing it on your computer, you have convenient answers with DNA Methylation Microarrays: Experimental Design and Statistical Analysis. Chapman & Hall/CRC Biostatistics Series. To get started finding DNA Methylation Microarrays: Experimental Design and Statistical Analysis. Chapman & Hall/CRC Biostatistics Series, you are right to find our website which has a comprehensive collection of manuals listed.
Our library is the biggest of these that have literally hundreds of thousands of different products represented.
Pages
230
Format
PDF, EPUB & Kindle Edition
Publisher
CRC Press
Release
2008
ISBN
1281401129

DNA Methylation Microarrays: Experimental Design and Statistical Analysis. Chapman & Hall/CRC Biostatistics Series

Sun-Chong Wang
4.4/5 (1290744 ratings)
Read Now Download now ⏭ listen AudioBook
Description: Providing an interface between dry-bench bioinformaticians and wet-lab biologists, DNA Methylation Microarrays: "Experimental Design and Statistical Analysis" presents the statistical methods and tools to analyze high-throughput epigenomic data, in particular, DNA methylation microarray data. Since these microarrays share the same underlying principles as gene expression microarrays, many of the analyses in the text also apply to microarray-based gene expression and histone modification (ChIP-on-chip) studies. After introducing basic statistics, the book describes wet-bench technologies that produce the data for analysis and explains how to preprocess the data to remove systematic artifacts resulting from measurement imperfections. It then explores differential methylation and genomic tiling arrays. Focusing on exploratory data analysis, the next several chapters show how cluster and network analyses can link the functions and roles of unannotated DNA elements with known ones. The book concludes by surveying the open source software (R and Bioconductor), public databases, and other online resources available for microarray research.Requiring only limited knowledge of statistics and programming, this book helps readers gain a solid understanding of the methodological foundations of DNA microarray analysis.We have made it easy for you to find a PDF Ebooks without any digging. And by having access to our ebooks online or by storing it on your computer, you have convenient answers with DNA Methylation Microarrays: Experimental Design and Statistical Analysis. Chapman & Hall/CRC Biostatistics Series. To get started finding DNA Methylation Microarrays: Experimental Design and Statistical Analysis. Chapman & Hall/CRC Biostatistics Series, you are right to find our website which has a comprehensive collection of manuals listed.
Our library is the biggest of these that have literally hundreds of thousands of different products represented.
Pages
230
Format
PDF, EPUB & Kindle Edition
Publisher
CRC Press
Release
2008
ISBN
1281401129

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