{"product_id":"analyzing-high-dimensional-gene-expression-and-dna-methylation-data-with-r-hardback","title":"Analyzing High-Dimensional Gene Expression and DNA Methylation Data with R - Hardback","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","brand":"Taylor \u0026 Francis","offers":[{"title":"Default Title","offer_id":45566623154414,"sku":"9781498772594","price":294.4,"currency_code":"AUD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0630\/9612\/7726\/files\/9781498772594.jpg?v=1720695796","url":"https:\/\/bookland.com.au\/products\/analyzing-high-dimensional-gene-expression-and-dna-methylation-data-with-r-hardback","provider":"Book Land AU","version":"1.0","type":"link"}