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· 제목 : R Markdown : The Definitive Guide (Paperback)
· 분류 : 외국도서 > 과학/수학/생태 > 수학 > 확률과 통계 > 일반
· ISBN : 9781138359338
· 쪽수 : 304쪽
· 출판일 : 2018-07-17
· 분류 : 외국도서 > 과학/수학/생태 > 수학 > 확률과 통계 > 일반
· ISBN : 9781138359338
· 쪽수 : 304쪽
· 출판일 : 2018-07-17
목차
- Preface
- How to read this book
- Structure of the book
- Software information and conventions
- Acknowledgments
- About the Authors
- Yihui Xie
- J.J. Allaire
- Garrett Grolemund
- I Get Started
- 1 Installation
- 2 Basics
- 2.1 Example applications
- 2.1.1 Airbnb’s knowledge repository
- 2.1.2 Homework assignments on RPubs
- 2.1.3 Personalized mails
- 2.1.4 2017 Employer Health Benefits Survey
- 2.1.5 Journal articles
- 2.1.6 Dashboards at eelloo
- 2.1.7 Books
- 2.1.8 Websites
- 2.2 Compile an R Markdown document
- 2.3 Cheat sheets
- 2.4 Output formats
- 2.5 Markdown syntax
- 2.5.1 Inline formatting
- 2.5.2 Block-level elements
- 2.5.3 Math expressions
- 2.6 R code chunks and inline R code
- 2.6.1 Figures
- 2.6.2 Tables
- 2.7 Other language engines
- 2.7.1 Python
- 2.7.2 Shell scripts
- 2.7.3 SQL
- 2.7.4 Rcpp
- 2.7.5 Stan
- 2.7.6 JavaScript and CSS
- 2.7.7 Julia
- 2.7.8 C and Fortran
- 2.8 Interactive documents
- 2.8.1 HTML widgets
- 2.8.2 Shiny documents
- II Output Formats
- 3 Documents
- 3.1 HTML document
- 3.1.1 Table of contents
- 3.1.2 Section numbering
- 3.1.3 Tabbed sections
- 3.1.4 Appearance and style
- 3.1.5 Figure options
- 3.1.6 Data frame printing
- 3.1.7 Code folding
- 3.1.8 MathJax equations
- 3.1.9 Document dependencies
- 3.1.10 Advanced customization
- 3.1.11 Shared options
- 3.1.12 HTML fragments
- 3.2 Notebook
- 3.2.1 Using Notebooks
- 3.2.2 Saving and sharing
- 3.2.3 Notebook format
- 3.3 PDF document
- 3.3.1 Table of contents
- 3.3.2 Figure options
- 3.3.3 Data frame printing
- 3.3.4 Syntax highlighting
- 3.3.5 LaTeX options
- 3.3.6 LaTeX packages for citations
- 3.3.7 Advanced customization
- 3.3.8 Other features
- 3.4 Word document
- 3.4.1 Other features
- 3.5 OpenDocument Text document
- 3.5.1 Other features
- 3.6 Rich Text Format document
- 3.6.1 Other features
- 3.7 Markdown document
- 3.7.1 Markdown variants
- 3.7.2 Other features
- 3.8 R package vignette
- 4 Presentations
- 4.1 ioslides presentation
- 4.1.1 Display modes
- 4.1.2 Incremental bullets
- 4.1.3 Visual appearance
- 4.1.4 Code highlighting
- 4.1.5 Adding a logo
- 4.1.6 Tables
- 4.1.7 Advanced layout
- 4.1.8 Text color
- 4.1.9 Presenter mode
- 4.1.10 Printing and PDF output
- 4.1.11 Custom templates
- 4.1.12 Other features
- 4.2 Slidy presentation
- 4.2.1 Display modes
- 4.2.2 Text size
- 4.2.3 Footer elements
- 4.2.4 Other features
- 4.3 Beamer presentation
- 4.3.1 Themes
- 4.3.2 Slide level
- 4.3.3 Other features
- 4.4 PowerPoint presentation
- 4.4.1 Custom templates
- 4.4.2 Other features
- III Extensions
- 5 Dashboards
- 5.1 Layout
- 5.1.1 Row-based layouts
- 5.1.2 Attributes on sections
- 5.1.3 Multiple pages
- 5.1.4 Story boards
- 5.2 Components
- 5.2.1 Value boxes
- 5.2.2 Gauges
- 5.2.3 Text annotations
- 5.2.4 Navigation bar
- 5.3 Shiny
- 5.3.1 Getting started
- 5.3.2 A Shiny dashboard example
- 5.3.3 Input sidebar
- 5.3.4 Learning more
- 6 Tufte Handouts
- 6.1 Headings
- 6.2 Figures
- 6.2.1 Margin figures
- 6.2.2 Arbitrary margin content
- 6.2.3 Full-width figures
- 6.2.4 Main column figures
- 6.3 Sidenotes
- 6.4 References
- 6.5 Tables
- 6.6 Block quotes
- 6.7 Responsiveness
- 6.8 Sans-serif fonts and epigraphs
- 6.9 Customize CSS styles
- 7 xaringan Presentations
- 7.1 Get started
- 7.2 Keyboard shortcuts
- 7.3 Slide formatting
- 7.3.1 Slides and properties
- 7.3.2 The title slide
- 7.3.3 Content classes
- 7.3.4 Incremental slides
- 7.3.5 Presenter notes
- 7.3.6 yolo: true
- 7.4 Build and preview slides
- 7.5 CSS and themes
- 7.6 Some tips
- 7.6.1 Autoplay slides
- 7.6.2 Countdown timer
- 7.6.3 Highlight code lines
- 7.6.4 Working offline
- 7.6.5 Macros
- 7.6.6 Disadvantages
- 8 reveal.js Presentations
- 8.1 Display modes
- 8.2 Appearance and style
- 8.2.1 Smaller text
- 8.3 Slide transitions
- 8.4 Slide backgrounds
- 8.5 2-D presenations
- 8.6 Custom CSS
- 8.6.1 Slide IDs and classes
- 8.6.2 Styling text spans
- 8.7 reveal.js options
- 8.8 reveal.js plugins
- 8.9 Other features
- 9 Community Formats
- 9.1 Lightweight Pretty HTML Documents
- 9.1.1 Usage
- 9.1.2 Package vignettes
- 9.2 The rmdformats package
- 9.3 Shower presentations
- 10 Websites
- 10.1 Get started
- 10.2 The directory structure
- 10.3 Deployment
- 10.4 Other site generators
- 10.5 rmarkdown’s site generator
- 10.5.1 A simple example
- 10.5.2 Site authoring
- 10.5.3 Common elements
- 10.5.4 Site navigation
- 10.5.5 HTML generation
- 10.5.6 Site configuration
- 10.5.7 Publishing websites
- 10.5.8 Additional examples
- 10.5.9 Custom site generators
- 11 HTML Documentation for R Packages
- 11.1 Get started
- 11.2 Components
- 11.2.1 Home page
- 11.2.2 Function reference
- 11.2.3 Articles
- 11.2.4 News
- 11.2.5 Navigation bar
- 12 Books
- 12.1 Get started
- 12.2 Project structure
- 12.2.1 Index file
- 12.2.2 Rmd files
- 12.2.3 _bookdown.yml
- 12.2.4 _output.yml
- 12.3 Markdown extensions
- 12.3.1 Number and reference equations
- 12.3.2 Theorems and proofs
- 12.3.3 Special headers
- 12.3.4 Text references
- 12.3.5 Cross referencing
- 12.4 Output Formats
- 12.4.1 HTML
- 12.4.2 LaTeX/PDF
- 12.4.3 E-books
- 12.4.4 A single document
- 12.5 Editing
- 12.5.1 Build the book
- 12.5.2 Preview a chapter
- 12.5.3 Serve the book
- 12.5.4 RStudio addins
- 12.6 Publishing
- 12.6.1 RStudio Connect
- 12.6.2 Other services
- 12.6.3 Publishers
- 13 Journals
- 13.1 Get started
- 13.2 rticles templates
- 13.3 Using a template
- 13.4 LaTeX content
- 13.5 Linking with bookdown
- 13.6 Contributing templates
- 14 Interactive Tutorials
- 14.1 Get started
- 14.2 Tutorial types
- 14.3 Exercises
- 14.3.1 Solutions
- 14.3.2 Hints
- 14.4 Quiz questions
- 14.5 Videos
- 14.6 Shiny components
- 14.7 Navigation and progress tracking
- IV Other Topics
- 15 Parameterized reports
- 15.1 Declaring parameters
- 15.2 Using parameters
- 15.3 Knitting with parameters
- 15.3.1 The Knit button
- 15.3.2 Knit with custom parameters
- 15.3.3 The interactive user interface
- 15.4 Publishing
- 16 HTML Widgets
- 16.1 Overview
- 16.2 A widget example (sigma.js)
- 16.2.1 File layout
- 16.2.2 Dependencies
- 16.2.3 R binding
- 16.2.4 JavaScript binding
- 16.2.5 Demo
- 16.3 Creating your own widgets
- 16.3.1 Requirements
- 16.3.2 Scaffolding
- 16.3.3 Other packages
- 16.4 Widget sizing
- 16.4.1 Specifying a sizing policy
- 16.4.2 JavaScript resize method
- 16.5 Advanced topics
- 16.5.1 Data transformation
- 16.5.2 Passing JavaScript functions
- 16.5.3 Custom widget HTML
- 16.5.4 Create a widget without an R package
- 17 Document Templates
- 17.1 Template structure
- 17.2 Supporting files
- 17.3 Custom Pandoc templates
- 17.4 Sharing your templates
- 18 Creating New Formats
- 18.1 Deriving from built-in formats
- 18.2 Fully custom formats
- 18.3 Using a new format
- 19 Shiny Documents
- 19.1 Getting started
- 19.2 Deployment
- 19.2.1 ShinyApps.io
- 19.2.2 Shiny Server / RStudio Connect
- 19.3 Embedded Shiny apps
- 19.3.1 Inline applications
- 19.3.2 External applications
- 19.4 Shiny widgets
- 19.4.1 The shinyApp() function
- 19.4.2 Example: k-Means clustering
- 19.4.3 Widget size and layout
- 19.5 Multiple pages
- 19.6 Delayed rendering
- 19.7 Output arguments for render functions
- 19.7.1 A caveat
- References
