Omic Association Studies with R and Bioconductor

This book presents current methods to perform informative analyses using real and illustrative data with established bioinformatics tools, and guides the reader through the use of publicly available data. The code and datasets, as well as solutions will be accessible online to help readers reproduce all results and figures in the book.

After the great expansion of genome-wide association studies, their scientific methodology and, notably, their data analysis has matured in recent years, and they are a keystone in large epidemiological studies. Newcomers to the field are confronted with a wealth of data, resources and methods. This book presents current methods to perform informative analyses using real and illustrative data with established bioinformatics tools and guides the reader through the use of publicly available data. Includes clear, readable programming codes for readers to reproduce and adapt to their own data.

Emphasises extracting biologically meaningful associations between traits of interest and genomic, transcriptomic and epigenomic data

Uses up-to-date methods to exploit omic data

Presents methods through specific examples and computing sessions

Supplemented by a website, including code, datasets, and solutions

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