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Can I read Multivariate Data Integration Using R: Methods and Applications with the mixOmics Package (Chapman & Hall/CRC Computational Biology Series) on EtoBox?
Multivariate Data Integration Using R: Methods and Applications with the mixOmics Package (Chapman & Hall/CRC Computational Biology Series) by Kim-Anh Lê Cao, Zoe Marie Welham is a nonfiction available to read on EtoBox.
What is Multivariate Data Integration Using R: Methods and Applications with the mixOmics Package (Chapman & Hall/CRC Computational Biology Series) about?
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 proble
Who reads Multivariate Data Integration Using R: Methods and Applications with the mixOmics Package (Chapman & Hall/CRC Computational Biology Series)?
It is typically read by self-directed learners exploring a subject in depth.
Common subject areas: history, science, philosophy, social sciences.
- Author
- Kim-Anh Lê Cao, Zoe Marie Welham
- Publisher
- Chapman and Hall/CRC
- Published
- 2021
- Language
- EN
- ISBN
- 9781032128078
- Category
- nonfiction
- Subjects
- Technology, Science, Mathematics
- Updated
- 2026-03-24
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