Efficient R programming : a practical guide to smarter programming
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Language
English
ISBN
9781491950722, 1491950722, 9781491950753, 1491950757, 9781491950739, 1491950730
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Bibliography
Includes bibliographical references and index.
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O'Reilly,O'Reilly Online Learning: Academic/Public Library Edition
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Citations
APA Citation, 7th Edition (style guide)
Gillespie, C., & Lovelace, R. (2016). Efficient R programming: a practical guide to smarter programming . O'Reilly Media.
Chicago / Turabian - Author Date Citation, 17th Edition (style guide)Gillespie, Colin and Robin, Lovelace. 2016. Efficient R Programming: A Practical Guide to Smarter Programming. Sebastopol, CA: O'Reilly Media.
Chicago / Turabian - Humanities (Notes and Bibliography) Citation, 17th Edition (style guide)Gillespie, Colin and Robin, Lovelace. Efficient R Programming: A Practical Guide to Smarter Programming Sebastopol, CA: O'Reilly Media, 2016.
Harvard Citation (style guide)Gillespie, C. and Lovelace, R. (2016). Efficient R programming: a practical guide to smarter programming. Sebastopol, CA: O'Reilly Media.
MLA Citation, 9th Edition (style guide)Gillespie, Colin, and Robin Lovelace. Efficient R Programming: A Practical Guide to Smarter Programming O'Reilly Media, 2016.
Note! Citations contain only title, author, edition, publisher, and year published. Citations should be used as a guideline and should be double checked for accuracy. Citation formats are based on standards as of August 2021.
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Grouped Work ID
b6ef7a47-ac19-b8ea-1420-788ef82c1c54-eng
Grouping Information
| Grouped Work ID | b6ef7a47-ac19-b8ea-1420-788ef82c1c54-eng |
|---|---|
| Full title | efficient r programming a practical guide to smarter programming |
| Author | gillespie colin |
| Grouping Category | book |
| Last Update | 2024-10-08 10:55:34AM |
| Last Indexed | 2024-12-03 03:27:23AM |
Book Cover Information
| Image Source | contentCafe |
|---|---|
| First Loaded | Apr 23, 2023 |
| Last Used | Nov 4, 2024 |
Marc Record
| First Detected | Mar 14, 2023 07:56:25 AM |
|---|---|
| Last File Modification Time | Mar 14, 2023 07:56:25 AM |
| Suppressed | Record had no items |
MARC Record
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| 020 | |a 1491950730|q (electronic bk.) | ||
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| 072 | 7 | |a COM|x 051010|2 bisacsh | |
| 082 | 0 | 4 | |a 005.13/3|2 23 |
| 100 | 1 | |a Gillespie, Colin|q (Colin Stevenson),|e author.|9 376346 | |
| 245 | 1 | 0 | |a Efficient R programming :|b a practical guide to smarter programming /|c Colin Gillespie and Robin Lovelace. |
| 246 | 3 | 0 | |a Practical guide to smarter programming |
| 264 | 1 | |a Sebastopol, CA :|b O'Reilly Media,|c 2016. | |
| 264 | 4 | |c ©2017 | |
| 300 | |a 1 online resource (viii, 203 pages) :|b color illustrations | ||
| 336 | |a text|b txt|2 rdacontent | ||
| 337 | |a computer|b c|2 rdamedia | ||
| 338 | |a online resource|b cr|2 rdacarrier | ||
| 504 | |a Includes bibliographical references and index. | ||
| 505 | 0 | |a Copyright; Table of Contents; Preface; Conventions Used in This Book; Using Code Examples; O'Reilly Safari; How to Contact Us; Acknowledgments; Colin; Robin; Chapter 1. Introduction; Prerequisites; Who This Book Is for and How to Use It; What Is Efficiency?; What Is Efficient R Programming?; Why Efficiency?; Cross-Transferable Skills for Efficiency; Touch Typing; Consistent Style and Code Conventions; Benchmarking and Profiling; Benchmarking; Benchmarking Example; Profiling; Book Resources; R Package; Online Version; References; Chapter 2. Efficient Setup; Prerequisites. | |
| 505 | 8 | |a Top Five Tips for an Efficient R SetupOperating System; Operating System and Resource Monitoring; R Version; Installing R; Updating R; Installing R Packages; Installing R Packages with Dependencies; Updating R Packages; R Startup; R Startup Arguments; An Overview of R's Startup Files; The Location of Startup Files; The .Rprofile File; Example .Rprofile File; The .Renviron File; RStudio; Installing and Updating RStudio; Window Pane Layout; RStudio Options; Autocompletion; Keyboard Shortcuts; Object Display and Output Table; Project Management; BLAS and Alternative R Interpreters. | |
| 505 | 8 | |a Testing Performance Gains from BLASOther Interpreters; Useful BLAS/Benchmarking Resources; References; Chapter 3. Efficient Programming; Prerequisites; Top Five Tips for Efficient Programming; General Advice; Memory Allocation; Vectorized Code; Communicating with the User; Fatal Errors: stop(); Warnings: warning(); Informative Output: message() and cat(); Invisible Returns; Factors; Inherent Order; Fixed Set of Categories; The Apply Family; Example: Movies Dataset; Type Consistency; Caching Variables; Function Closures; The Byte Compiler; Example: The Mean Function; Compiling Code; References. | |
| 505 | 8 | |a Chapter 4. Efficient WorkflowPrerequisites; Top Five Tips for Efficient Workflow; A Project Planning Typology; Project Planning and Management; Chunking Your Work; Making Your Workflow SMART; Visualizing Plans with R; Package Selection; Searching for R Packages; How to Select a Package; Publication; Dynamic Documents with R Markdown; R Packages; Reference; Chapter 5. Efficient Input/Output; Prerequisites; Top Five Tips for Efficient Data I/O; Versatile Data Import with rio; Plain-Text Formats; Differences Between fread() and read_csv(); Preprocessing Text Outside R; Binary File Formats. | |
| 505 | 8 | |a Native Binary Formats: Rdata or Rds?The Feather File Format; Benchmarking Binary File Formats; Protocol Buffers; Getting Data from the Internet; Accessing Data Stored in Packages; References; Chapter 6. Efficient Data Carpentry; Prerequisites; Top Five Tips for Efficient Data Carpentry; Efficient Data Frames with tibble; Tidying Data with tidyr and Regular Expressions; Make Wide Tables Long with gather(); Split Joint Variables with separate(); Other tidyr Functions; Regular Expressions; Efficient Data Processing with dplyr; Renaming Columns; Changing Column Classes; Filtering Rows. | |
| 588 | 0 | |a Online resource; title from title page (Safari, viewed December 16, 2016). | |
| 590 | |a O'Reilly|b O'Reilly Online Learning: Academic/Public Library Edition | ||
| 650 | 0 | |a R (Computer program language)|9 74517 | |
| 700 | 1 | |a Lovelace, Robin,|e author.|9 375259 | |
| 776 | 0 | 8 | |i Print version:|z 1491950781|z 9781491950784|w (OCoLC)935986805 |
| 856 | 4 | 0 | |u https://library.access.arlingtonva.us/login?url=https://learning.oreilly.com/library/view/~/9781491950777/?ar|x O'Reilly|z eBook |
| 938 | |a ProQuest Ebook Central|b EBLB|n EBL4767166 | ||
| 938 | |a EBSCOhost|b EBSC|n 1435808 | ||
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