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Primer to Analysis of Genomic Data Using R
ISBN-13:
9783319144757
Veröffentl:
2015
Seiten:
270
Autor:
Cedric Gondro
Serie:
Use R!
eBook Typ:
PDF
eBook Format:
EPUB
Kopierschutz:
1 - PDF Watermark
Sprache:
Englisch
Beschreibung:
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. The philosophy behind the book is to start with real world raw datasets and perform all the analytical steps needed to reach final results. Though theory plays an important role, this is a practical book for advanced undergraduate and graduate classes in bioinformatics, genomics and statistical genetics or for use in lab sessions. This book is also designed to be used by students in computer science and statistics who want to learn the practical aspects of genomic analysis without delving into algorithmic details. The datasets used throughout the book may be downloaded from the publisher's website.
R basics.- Simple marker association tests.- Genome wide association studies.- Population and genetic architecture.- Gene expression analysis.- Databases and functional information.- Extending R.- Final comments.- Index.- References.
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