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Data Analysis with RStudio

An Easygoing Introduction

Paperback Engels 2026 2e druk 9783662732434
€ 84,99
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Samenvatting

This book introduces RStudio for practitioners and students and enables them to use R confidently in everyday work. It is not a statistics textbook; its aim is to share the joy of analysing data with R. Readers learn how to install and use RStudio, import data, write and run scripts, and save their work. They also learn how to apply descriptive statistics and create informative graphs. Additionally, the book shows how to test hypotheses and perform common inferential methods, including analyses of variance and regression. Each chapter includes exercises to reinforce learning, with solutions provided at the end of the book.

This 2nd revised and extended edition adds new topics and examples and strengthens the existing chapters through a thorough review.

Specificaties

ISBN13:9783662732434
Taal:Engels
Bindwijze:Paperback
Aantal pagina's:131
Uitgever:Springer Berlin Heidelberg
Druk:2

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Inhoudsopgave

Comment.- 1 R and RStudio.- 2 Data analysis basics with RStudio.- 3 Data tourism (simulated).- 4 Describing data with RStudio.- 5 Testing for normal distribution with RStudio.- 6 Testing hypotheses with RStudio.- 7 Linear regression with RStudio.- 8 Logistic Regression.- 9 Further Reading.- 10 Appendix: 1 Questionnaire, 2 Data "tourism.xlsx" including legend, 3 How to deal with missing data, 4 Solutions for the task.

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