Hongmei Zhang
Broschiertes Buch

Analyzing High-Dimensional Gene Expression and DNA Methylation Data with R

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Analyzing high-dimensional gene expression and DNA methylation data with R 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. Features: · Provides a sequence of analytical tools for genome-scale gene expression data and DNA methylation data, star...