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Mastering RStudio：Develop，Communicate，and Collaborate with R

Julian Hillebrand Maximilian H. Nierhoff 著

更新時間：2021-08-20 10:42:46

開會員，本書免費讀 >

ThisbookisaimedatRdevelopersandanalystswhowishtodoRstatisticaldevelopmentwhiletakingadvantageofRStudio’sfunctionalitytoeasetheirdevelopmentefforts.RprogrammingexperienceisassumedaswellasbeingcomfortablewithR’sbasicstructuresandanumberoffunctions.

目錄(86章)

倒序

封面
版權頁
Credits
About the Authors
About the Reviewer
www.PacktPub.com
Support files eBooks discount offers and more
Preface
What this book covers
What you need for this book
Who this book is for
Conventions
Reader feedback
Customer support
Chapter 1. The RStudio IDE – an Overview
Downloading and installing RStudio
Working with RStudio and projects
Summary
Chapter 2. Communicating Your Work with R Markdown
The concept of reproducible research
Doing reproducible research with R Markdown
Getting started with R Markdown in RStudio
The R Markdown interface
Advanced R Markdown documents
Summary
Chapter 3. R Lesson I – Graphics System
The graphic system in R
The R graphics package—base
Introducing the lattice package
Introducing ggplot2
Applying The Grammar of Graphics with ggplot2
Using ggplot2
Customizing your charts
Interactive plotting systems
Summary
Chapter 4. Shiny – a Web-app Framework for R
Introducing Shiny – the app framework
The concept of reactivity
Discovering the scope of the Shiny user interface
Sharing your Shiny application with others
Diving into the Shiny ecosystem
Summary
Chapter 5. Interactive Documents with R Markdown
Creating interactive documents with R Markdown
Using R Markdown and Shiny
Embedding interactive charts into R Markdown
Publishing interactive R Markdown documents
Summary
Chapter 6. Creating Professional Dashboards with R and Shiny
Explaining the concept of dashboards
Introducing the shinydashboard package
Showing the elements of shinydashboard
Building your own KPI dashboard
Summary
Chapter 7. Package Development in RStudio
Understanding R packages
Installing devtools
Building packages with RStudio
Using Packrat with a project
Writing the documentation for a package
Understanding the namespaces of a package
Building and checking a package
Using roxygen2 for package documentation
Testing a package
Adding a dataset to a package
Writing a package vignette with R markdown
References for further information
Summary
Chapter 8. Collaborating with Git and GitHub
Introducing version control
Using Git with RStudio
Using branches
Further resources
Summary
Chapter 9. R for your Organization – Managing the RStudio Server
Managing the RStudio Server
Setting up R RStudio and the Shiny Server
Summary
Chapter 10. Extending RStudio and Your Knowledge of R
Extending RStudio finding answers and more
RStudio environment customizations
R help is on the way
Improving your R knowledge
Staying up to date in the R world
Summary
Index 更新時間：2021-08-20 10:42:46

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Mastering RStudio：Develop，Communicate，and Collaborate with R