{"product_id":"analyzing-high-dimensional-gene-expression-and-hongmei-zhang-9780367495169","title":"Analyzing High-Dimensional Gene Expression and DNA Methylation Data with R","description":"\u003cp\u003e\u003cstrong\u003e\u003cem\u003eAnalyzing high-dimensional gene expression and DNA methylation data with R\u003c\/em\u003e\u003c\/strong\u003e is the first practical book that shows a   pipeline\" of analytical methods with concrete examples starting from raw gene expression and DNA methylation data at the genome scale. Methods on quality control, data pre-processing, data mining, and further assessments are presented in the book, and R programs based on simulated data and real data are included. Codes with example data are all reproducible.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eFeatures\u003c\/strong\u003e: \u003c\/p\u003e\u003cp\u003e- Provides a sequence of analytical tools for genome-scale gene expression data and DNA methylation data, starting from quality control and pre-processing of raw genome-scale data.\u003c\/p\u003e\u003cp\u003e- Organized by a parallel presentation with explanation on statistical methods and corresponding R packages\/functions in quality control, pre-processing, and data analyses (e.g., clustering and networks).\u003c\/p\u003e\u003cp\u003e- Includes source codes with simulated and real data to reproduce the results. Readers are expected to gain the ability to independently analyze genome-scaled expression and methylation data and detect potential biomarkers.\u003c\/p\u003e\u003cp\u003eThis book is ideal for students majoring in statistics, biostatistics, and bioinformatics and researchers with an interest in high dimensional genetic and epigenetic studies.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Hongmei Zhang\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 0367495163\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9780367495169\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e CRC Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 05\/26\/2020\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 202\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.64lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 0.43d","brand":"Hongmei Zhang","offers":[{"title":"Paperback","offer_id":43941743329535,"sku":"9780367495169","price":89.95,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/products\/img_45023c4c-3ed9-4db0-9d18-e4953d3b4747.jpg?v=1681454710","url":"https:\/\/www.whiterainbookhouse.com\/products\/analyzing-high-dimensional-gene-expression-and-hongmei-zhang-9780367495169","provider":"WR Book House","version":"1.0","type":"link"}