Learning RStudio for R Statistical Computing.
A practical tutorial covering how to leverage RStudio functionality to effectively perform R Development, analysis, and reporting with RStudio. The book is aimed at R developers and analysts who wish to do R statistical development while taking advantage of RStudio functionality to ease their develo...
Saved in:
| Online Access: |
Full text (MCPHS users only) |
|---|---|
| Main Author: | |
| Other Authors: | |
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Birmingham :
Packt Pub.,
2012
|
| Series: | Community experience distilled.
|
| Subjects: | |
| Local Note: | ProQuest Ebook Central |
MARC
| LEADER | 00000cam a2200000uu 4500 | ||
|---|---|---|---|
| 001 | in00000146039 | ||
| 006 | m o d | ||
| 007 | cr |n||||||||| | ||
| 008 | 130109s2012 enk o 000 0 eng d | ||
| 005 | 20240701204120.2 | ||
| 019 | |a 826647010 |a 1010978741 |a 1086936714 |a 1264752958 |a 1297465742 |a 1297620652 | ||
| 020 | |a 9781782160618 |q (electronic bk.) | ||
| 020 | |a 1782160612 |q (electronic bk.) | ||
| 020 | |a 9781680153569 |q (electronic bk.) | ||
| 020 | |a 1680153560 |q (electronic bk.) | ||
| 020 | |z 1782160604 | ||
| 020 | |z 9781782160601 | ||
| 029 | 1 | |a AU@ |b 000050590599 | |
| 029 | 1 | |a DEBBG |b BV041121101 | |
| 029 | 1 | |a DEBBG |b BV043086439 | |
| 029 | 1 | |a DEBBG |b BV044171919 | |
| 029 | 1 | |a DEBSZ |b 396760260 | |
| 029 | 1 | |a DEBSZ |b 397460260 | |
| 029 | 1 | |a DEBSZ |b 42128126X | |
| 035 | |a (OCoLC)823719008 |z (OCoLC)826647010 |z (OCoLC)1010978741 |z (OCoLC)1086936714 |z (OCoLC)1264752958 |z (OCoLC)1297465742 |z (OCoLC)1297620652 | ||
| 035 | |a (OCoLC)ocn823719008 | ||
| 037 | |a CL0500000187 |b Safari Books Online | ||
| 040 | |a EBLCP |b eng |e pn |c EBLCP |d OCLCQ |d UMI |d OCLCO |d COO |d YDXCP |d N$T |d IDEBK |d DEBSZ |d OCLCQ |d OCLCO |d OCLCF |d KNOVL |d OCLCQ |d AGLDB |d OCLCQ |d MERUC |d OCLCQ |d JBG |d AL5MG |d ZCU |d OCLCQ |d VTS |d CEF |d ICG |d OCLCQ |d STF |d UAB |d DKC |d OCLCQ |d M8D |d UKAHL |d OCLCQ |d AJS |d OCLCO |d OCLCQ |d OCLCO | ||
| 050 | 4 | |a QA76.774.M33 .L384 2012 | |
| 072 | 7 | |a COM |x 051240 |2 bisacsh | |
| 082 | 0 | 4 | |a 005.4 |
| 100 | 1 | |a Van der Loo, Mark P. J. | |
| 245 | 1 | 0 | |a Learning RStudio for R Statistical Computing. |
| 260 | |a Birmingham : |b Packt Pub., |c 2012. | ||
| 300 | |a 1 online resource (248 pages) | ||
| 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 | |
| 505 | 0 | |a Table of Contents; Learning RStudio for R Statistical Computing; Learning RStudio for R Statistical Computing; Credits; About the Authors; About the Reviewers; www.PacktPub.com; Support files, eBooks, discount offers and more; Why Subscribe?; Free Access for Packt account holders; Preface; What this book covers; What you need for this book; Who this book is for; Conventions; Reader feedback; Customer support; Downloading the example code; Errata; Piracy; Questions; 1. Getting Started; RStudio at a glance; Installing RStudio; Installing R; Installing R on Windows and Mac OS X. | |
| 505 | 8 | |a Installing R on LinuxBuilding R from source; Building R using Windows; Installing RStudio; Installing RStudio Server; Installing R packages; Overview: A first R session; Keyboard shortcuts; Getting help; What if I uninstall RStudio?; Further reading; Summary; 2. Writing R Scripts and the R Console; Moving around RStudio; Keyboard shortcuts to move around RStudio; Features of the R console; Executing commands; Command history; Command completion; Completion of functions and arguments; Object completion; Completion of filenames; Bracket and quote completion; Keyboard shortcuts for the console. | |
| 505 | 8 | |a Features of the source editorA few words on code quality; Editing R scripts; Keyboard shortcuts for file navigation; Keyboard shortcuts for code editing; Syntax highlighting; Adjusting the syntax highlighting theme; Indenting code; Commenting code; Find and replace; Folding, sectioning, and navigation; Code folding; Keyboard shortcuts for code folding; Code navigation; Keyboard shortcuts for code navigation; Code sections; Code execution; Keyboard shortcuts for code execution; Summary; 3. Viewing and Plotting Data; Viewing data and the object browser; Plotting; Zoom; Export; Navigation. | |
| 505 | 8 | |a Interactive plotting with the manipulate packageThe manipulate function; Using more options of manipulate; Advanced topic: retrieving plot parameters from manipulate; Summary; 4. Managing R Projects; R projects; Creating an R project; Directory structure and file manipulations; Version control; Introduction to version control; Installing GIT or Subversion; Version control for single-person projects; GIT; Subversion; Working with a team; Further reading; Summary; 5. Generating Reports; Prerequisites for report generation; Notebook; Notebook options; Publishing a notebook; R Markdown and Rhtml. | |
| 505 | 8 | |a Workflow for R MarkdownAn extended example; An introduction to Markdown syntax; Rhtml; Code chunks; Chunk syntax and options; RMarkdown: .Rmd files; Rhtml: .Rhtml files; LaTeX: .Rnw files; RStudio's chunk support and keyboard shortcuts; LaTeX; Further reading; Summary; 6. Using RStudio Effectively; Additional features for function writing; Function extraction; Function navigation; Introduction to package writing; Prerequisites; Basic structure and workflow; Creating the package directory structure; Documenting functions with Roxygen2; Building your package with devtools. | |
| 520 | |a A practical tutorial covering how to leverage RStudio functionality to effectively perform R Development, analysis, and reporting with RStudio. The book is aimed at R developers and analysts who wish to do R statistical development while taking advantage of RStudio functionality to ease their development efforts. Familiarity with R is assumed. Those who want to get started with R development using RStudio will also find the book useful. Even if you already use R but want to create reproducible statistical analysis projects or extend R with self-written packages, this book shows how to quickly. | ||
| 588 | 0 | |a Print version record. | |
| 590 | |a ProQuest Ebook Central |b Ebook Central College Complete | ||
| 650 | 0 | |a R (Computer program language) | |
| 650 | 0 | |a Open source software. | |
| 650 | 0 | |a Operating systems (Computers) | |
| 650 | 7 | |a operating systems. |2 aat | |
| 700 | 1 | |a De Jonge, Edwin. | |
| 776 | 0 | 8 | |i Print version: |a Van der Loo, Mark P.J. |t Learning RStudio for R Statistical Computing. |d Birmingham : Packt Publishing, ©2012 |z 9781782160601 |
| 830 | 0 | |a Community experience distilled. | |
| 852 | |b E-Collections |h ProQuest | ||
| 856 | 4 | 0 | |u https://ebookcentral.proquest.com/lib/mcphs/detail.action?docID=1108342 |z Full text (MCPHS users only) |t 0 |
| 938 | |a Askews and Holts Library Services |b ASKH |n AH26943168 | ||
| 938 | |a EBL - Ebook Library |b EBLB |n EBL1108342 | ||
| 938 | |a EBSCOhost |b EBSC |n 526158 | ||
| 938 | |a ProQuest MyiLibrary Digital eBook Collection |b IDEB |n cis24508786 | ||
| 938 | |a YBP Library Services |b YANK |n 9971081 | ||
| 947 | |a FLO |x pq-ebc-base | ||
| 999 | f | f | |s fd0efc12-6d78-45c6-bc83-d961939a19b2 |i 6ba41a05-a49e-4b93-9272-e4c927fabe2e |t 0 |
| 952 | f | f | |a Massachusetts College of Pharmacy and Health Sciences |b Online |c Online |d E-Collections |t 0 |e ProQuest |h Other scheme |
| 856 | 4 | 0 | |t 0 |u https://ebookcentral.proquest.com/lib/mcphs/detail.action?docID=1108342 |y Full text (MCPHS users only) |
