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Multivariate Data Integration Using R: Methods and Applications with the mixOmics Package (Chapman & Hall/CRC Computational Biology Series) free ebook download

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Mathematics

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Author(s):	Kim-Anh Le Cao

Date:	2021	Format:	pdf	Language:	English	ISBN/ASIN:	0367460947
Pages:	316	OCR:		Quality:		ISBN13:
Uploader:	maveriks	Upload Date:	10/12/2021 4:12:57 AM

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0367460947 pdf
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.

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3041306	Book	https://nitro.download/view/5E3CD0043744...		0.00	maveriks

Tags: Applications Biology Chapman Computational Data Hall Integration Methods Multivariate Package

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Multivariate Data Integration Using R: Methods and Applications with the mixOmics Package (Chapman & Hall/CRC Computational Biology Series) free ebook download

Category: Mathematics

Description: Click to see full description

Category:
Mathematics