{"product_id":"analyzing-high-dimensional-gene-expression-and-dna-methylation-data-with-r-1","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","brand":"Taylor \u0026 Francis Ltd","offers":[{"title":"Default Title","offer_id":54232613585240,"sku":"9780367495169","price":89.99,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0278\/1295\/4195\/files\/9780367495169.jpg?v=1778816758","url":"https:\/\/agendabookshop.com\/products\/analyzing-high-dimensional-gene-expression-and-dna-methylation-data-with-r-1","provider":"Agenda Bookshop","version":"1.0","type":"link"}