Omic Association Studies with R and Bioconductor

ISBN-13: 9781138340565 / Angielski / Twarda / 2019 / 376 str.

Juan R. Gonzalez; Alejandro Caceres

Opis

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.

Spis treści

1 Introduction 2 Case examples 3 Dealing with omic data in Bioconductor 4 Genetic association studies 5 Genomic variant studies 6 Adressing batch effects 7 Transcriptomic studies 8 Epigenomic studies 9 Exposomic analysis 10 Enrichment analysis 11 Multiomic data analysis