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Mastering RStudio : develop, communicate, and collaborate with R : harness the power of RStudio to create web applications, R packages, markdown reports and pretty data visualizations /

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Hillebrand, Julian (Autor), Nierhoff, Maximilian H. (Autor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Birmingham, UK : Packt Publishing, 2015.
Colección:Community experience distilled.
Temas:
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)

MARC

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100 1 |a Hillebrand, Julian,  |e author. 
245 1 0 |a Mastering RStudio :  |b develop, communicate, and collaborate with R : harness the power of RStudio to create web applications, R packages, markdown reports and pretty data visualizations /  |c Julian Hillebrand, Maximilian H. Nierhoff. 
264 1 |a Birmingham, UK :  |b Packt Publishing,  |c 2015. 
264 4 |c ©2015 
300 |a 1 online resource 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
490 1 |a Community experience distilled 
500 |a Includes index. 
505 0 |a Cover ; Copyright; Credits; About the Authors; About the Reviewer; www.PacktPub.com; Table of Contents; Preface; Chapter 1: The RStudio IDE -- an Overview; Downloading and installing RStudio; Installing R; For Ubuntu; Using RStudio with different versions of R; Windows; Ubuntu; Updating RStudio; Getting to know the RStudio interface; The four main panes; The Source editor pane; Syntax highlighting; Code completion; Executing R Code from the source pane; Code folding; Debugging code; The Environment and History panes; History pane; Console pane. 
505 8 |a The Files, Plots, Packages, Help, and Viewer panesThe Files pane; The Plot pane; The Packages pane; The Help pane; The Viewer pane; Customizing RStudio; Using keyboard shortcuts; Working with RStudio and projects; Creating a project with RStudio; Locating your project; Using RStudio with Dropbox; Preventing Dropbox synchronization conflicts; Creating your first project; Organizing your folders; Saving the data; Analyzing the data; Correcting the path for report exporting; Exporting your analysis as a report; Summary; Chapter 2: Communicating Your Work with R Markdown. 
505 8 |a The concept of reproducible researchDoing reproducible research with R Markdown; What is Markdown?; What is literate programming?; A brief side note on Sweave; Dynamic report generation with knitr; What is R Markdown?; A side note about LaTeX; Configuring R Markdown; Getting started with R Markdown in RStudio; Creating your first R Markdown document; The R Markdown interface; Inspecting the R Markdowns panes; Explaining the R Markdown File pane settings; File tab arrows; Saving current document; Spell check; Find/replace; Question mark; Knit HTML; Gear icon; Run and re-run icons; Chunks. 
505 8 |a Jump to menuViewer pane options; Advanced R Markdown documents; Getting to know R code chunks; Customizing R code chunks; Chunk options; Embedding R code inline; Labeling code chunks; Pandoc and knitr options; Output formats; Changing the look of the output; Using a custom CSS style sheet; Using R Markdown templates; Package Vignette; The Tufte handout; Compiling R Notebooks; Generating R Markdown presentations; ioslides; Slidy; Beamer; Summary; Chapter 3: R Lesson I -- Graphics System; The graphic system in R; An introduction to the graphic devices; The R graphics package-base. 
505 8 |a Creating base plotsUsing the base graphics; Base graphics parameters; Annotating with base plotting functions; Introducing the lattice package; Creating lattice plots; Getting to know the lattice plot types; The lattice panel functions; Lattice key points summary; Introducing ggplot2; Looking at the history of ggplot2; The Grammar of Graphics; Applying The Grammar of Graphics with ggplot2; Using ggplot2; Installing the ggplot2 package; Qplot() and ggplot(); Creating your first graph with ggplot2; Modifying ggplot objects with the plus operator; Setting the aesthetics parameter. 
588 0 |a Online resource; title from digital title page (viewed on July 10, 2018). 
590 |a O'Reilly  |b O'Reilly Online Learning: Academic/Public Library Edition 
650 0 |a R (Computer program language) 
650 6 |a R (Langage de programmation) 
650 7 |a MATHEMATICS  |x Applied.  |2 bisacsh 
650 7 |a MATHEMATICS  |x Probability & Statistics  |x General.  |2 bisacsh 
650 7 |a R (Computer program language)  |2 fast 
700 1 |a Nierhoff, Maximilian H.,  |e author. 
776 0 8 |i Print version:  |a Julian Hillebrand, Maximilian H. Nierhoff.  |t Mastering RStudio - Develop, Communicate, and Collaborate with R.  |d Birmingham : Packt Publishing Ltd, ©2015  |z 9781783982547 
830 0 |a Community experience distilled. 
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