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An Introduction to Data Analysis in R

Hands-on Coding, Data Mining, Visualization and Statistics from Scratch

Paperback Engels 2020 9783030489960
Verwachte levertijd ongeveer 8 werkdagen

Samenvatting

This textbook offers an easy-to-follow, practical guide to modern data analysis using the programming language R. The chapters cover topics such as the fundamentals of programming in R, data collection and preprocessing, including web scraping, data visualization, and statistical methods, including multivariate analysis, and feature exercises at the end of each section. The text requires only basic statistics skills, as it strikes a balance between statistical and mathematical understanding and implementation in R, with a special emphasis on reproducible examples and real-world applications. This textbook is primarily intended for undergraduate students of mathematics, statistics, physics, economics, finance and business who are pursuing a career in data analytics. It will be equally valuable for master students of data science and industry professionals who want to conduct data analyses.

Specificaties

ISBN13:9783030489960
Taal:Engels
Bindwijze:paperback
Uitgever:Springer
Verschijningsdatum:28-7-2020
Hoofdrubriek:Inkoop en logistiek
ISSN:
Serie:Use R!

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Inhoudsopgave

Preface.- 1 Introduction.- 2 Introduction to R.- 3 Databases in R.- 4 Visualization.- 5 Data Analysis with R.- R Packages and Funtions.

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        An Introduction to Data Analysis in R