eBook - ePub

Multivariate Data Integration Using R

Name: Multivariate Data Integration Using R
ISBN: 9781000472264

Methods and Applications with the mixOmics Package

Kim-Anh LeCao,

Zoe Marie Welham,

Kim-Anh Lê Cao,

298 pages
English
ePUB (mobile friendly)
Available on iOS & Android

eBook - ePub

Multivariate Data Integration Using R

Methods and Applications with the mixOmics Package

Kim-Anh LeCao,

Zoe Marie Welham,

Kim-Anh Lê Cao,

About this book

Large biological data, which are often noisy and high-dimensional, have become increasingly prevalent in biology and medicine. There is a real need for good training in statistics, from data exploration through to analysis and interpretation. This book provides an overview of statistical and dimension reduction methods for high-throughput biological data, with a specific focus on data integration. It starts with some biological background, key concepts underlying the multivariate methods, and then covers an array of methods implemented using the mixOmics package in R.

Features:

Provides a broad and accessible overview of methods for multi-omics data integration

Covers a wide range of multivariate methods, each designed to answer specific biological questions

Includes comprehensive visualisation techniques to aid in data interpretation

Includes many worked examples and case studies using real data

Includes reproducible R code for each multivariate method, using the mixOmics package

The book is suitable for researchers from a wide range of scientific disciplines wishing to apply these methods to obtain new and deeper insights into biological mechanisms and biomedical problems. The suite of tools introduced in this book will enable students and scientists to work at the interface between, and provide critical collaborative expertise to, biologists, bioinformaticians, statisticians and clinicians.

Frequently asked questions

Yes, you can cancel anytime from the Subscription tab in your account settings on the Perlego website. Your subscription will stay active until the end of your current billing period. Learn how to cancel your subscription.

No, books cannot be downloaded as external files, such as PDFs, for use outside of Perlego. However, you can download books within the Perlego app for offline reading on mobile or tablet. Learn more here.

Perlego offers two plans: Essential and Complete

Essential is ideal for learners and professionals who enjoy exploring a wide range of subjects. Access the Essential Library with 800,000+ trusted titles and best-sellers across business, personal growth, and the humanities. Includes unlimited reading time and Standard Read Aloud voice.
Complete: Perfect for advanced learners and researchers needing full, unrestricted access. Unlock 1.4M+ books across hundreds of subjects, including academic and specialized titles. The Complete Plan also includes advanced features like Premium Read Aloud and Research Assistant.

Both plans are available with monthly, semester, or annual billing cycles.

We are an online textbook subscription service, where you can get access to an entire online library for less than the price of a single book per month. With over 1 million books across 1000+ topics, we’ve got you covered! Learn more here.

Look out for the read-aloud symbol on your next book to see if you can listen to it. The read-aloud tool reads text aloud for you, highlighting the text as it is being read. You can pause it, speed it up and slow it down. Learn more here.

Yes! You can use the Perlego app on both iOS or Android devices to read anytime, anywhere — even offline. Perfect for commutes or when you’re on the go.
Please note we cannot support devices running on iOS 13 and Android 7 or earlier. Learn more about using the app.

Yes, you can access Multivariate Data Integration Using R by Kim-Anh LeCao,Zoe Marie Welham,Kim-Anh Lê Cao in PDF and/or ePUB format, as well as other popular books in Mathematics & Biology. We have over one million books available in our catalogue for you to explore.