Primer to Analysis of Genomic Data Using R
Primer to Analysis of Genomic Data Using R Through this book, researchers and students will learn to use R for analysis of large-scale genomic data and how to create routines to automate analytical…
Specifikacia Primer to Analysis of Genomic Data Using R
Primer to Analysis of Genomic Data Using R
Through this book, researchers and students will learn to use R for analysis of large-scale genomic data and how to create routines to automate analytical steps. Though theory plays an important role, this is a practical book for graduate and undergraduate courses in bioinformatics and genomic analysis or for use in lab sessions. The philosophy behind the book is to start with real world raw datasets and perform all the analytical steps needed to reach final results.
A wide range of R packages useful for working with genomic data are illustrated with practical examples.The key topics covered are association studies, genomic prediction, estimation of population genetic parameters and diversity, gene expression analysis, functional annotation of results How to handle and manage high-throughput genomic data, create automated workflows and speed up analyses in R is also taught.