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Mastering RStudio：Develop，Communicate，and Collaborate with R
最新章節(jié)：
Index
ThisbookisaimedatRdevelopersandanalystswhowishtodoRstatisticaldevelopmentwhiletakingadvantageofRStudio’sfunctionalitytoeasetheirdevelopmentefforts.RprogrammingexperienceisassumedaswellasbeingcomfortablewithR’sbasicstructuresandanumberoffunctions.
目錄(86章)
倒序
- 封面
- 版權(quán)頁(yè)
- 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(shí)間：2021-08-20 10:42:46
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