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Data Analysis for the Life Sciences with R

This book covers several of the statistical concepts and data analytic skills needed to succeed in data-driven life science research. The authors proceed from relatively basic concepts related to computed p-values to advanced topics related to analyzing highthroughput data. They include the R code t...

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Bibliographic Details
Main Author: Rafael A. Irizarry, Michael I. Love
Format: Printed Book
Published: CRC Press, Taylor & Francis Group 2017
Subjects:
Description
Summary:This book covers several of the statistical concepts and data analytic skills needed to succeed in data-driven life science research. The authors proceed from relatively basic concepts related to computed p-values to advanced topics related to analyzing highthroughput data. They include the R code that performs this analysis and connect the lines of code to the statistical and mathematical concepts explained.
Item Description: While statistics textbooks focus on mathematics, this book focuses on using a computer to perform data analysis Focuses on the practical challenges faced by data analysts in the life sciences and introduces mathematics as a tool that can help us achieve scientific goals All sections of this book are reproducible as they were produced by R markdown documents that include R code used to produce the figures, tables and results shown in the book
ISBN:9781498775670