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

ISBN-13: 9780367495169 / Angielski / Miękka / 2020 / 202 str.

Hongmei Zhang

Opis

This will be the first book to systematically describe the process and provide corresponding methods for analysing data generated from genetic- and epigenetic-studies. Specifically, the book aims to provide a “pipe line” for genetic and epigenetic data analysis starting from raw genome- and epigenome-scale data.

Spis treści

Genome-Scale Genetic and Epigenetic Data. Methods for Data Pre-Processing. Data Mining. Genetic and Epigenetic Factor Selections. Network Construction and Analyses.

O autorze

Hongmei Zhang is a Biostatistician at the University of Memphis. She has been working with gene expression and DNA methylation data and her methodological research interest is to develop corresponding statistical methods. She has been teaching courses in this field for a number of years.