عنوان

Multivariate data integration using R

شابک

9780367460945

شابک

9781032128078

شماره

E3903

زبان متن نوشتاري يا گفتاري و مانند آن

انگلیسی

عنوان اصلي

Multivariate data integration using R

نام عام مواد

[Electronic book]

ساير اطلاعات عنواني

: methods and applications with the mixOmics package

نام نخستين پديدآور

/ Kim-Anh Le Cao, Zoe Welham.

محل نشرو پخش و غیره

Boca Raton, FL.

نام ناشر، پخش کننده و غيره

: CRC Press, Taylor & Francis Group

تاریخ نشرو بخش و غیره

, 2022.

نام خاص و کميت اثر

xxi, 308 p.

ساير جزييات

; ill. (some color).

عنوان فروست

(Computational biology)

متن يادداشت

Includes bibliographical references and index.

متن يادداشت

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

عنصر شناسه ای

Multivariate analysis

عنصر شناسه ای

Biometry

عنصر شناسه ای

R (Computer program language )‎

داده رابط بین فیلدها

a05

داده رابط بین فیلدها

a04

داده رابط بین فیلدها

a06

شماره رده

نشانه اثر

مستند نام اشخاص تاييد نشده

Le Cao, Kim-Anh, author

مستند نام اشخاص تاييد نشده

Welham, Zoe, author.

کشور

Iran

سازمان

University of Tehran. Library of College of Science

تاريخ و ساعت مذاکره و دسترسي

UT_SCI_BL_DB_1004189_0001.pdf

فرمت انتشار

e

نوع ماده

BL

کد کاربرگه

278840

پیشوند ISBD اعمال شده است

1

سطح دسترسي

a

تكميل شده

Y