Efficient R Programming : A Practical Guide to Smarter Programming
Language: English
Published by O'reilly Media Jan 2017, 2017
- Softcover
- New
Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH
AbeBooks seller since August 14, 2006
Condition: New
£ 52.93
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Add to basketItem description from seller
Neuware - There are many excellent R resources for visualization, data science, and package development. Hundreds of scattered vignettes, web pages, and forums explain how to use R in particular domains. But little has been written on how to simply make R work effectivelyuntil now. This hands-on book teaches novices and experienced R users how to write efficient R code.Drawing on years of experience teaching R courses, authors Colin Gillespie and Robin Lovelace provide practical advice on a range of topicsfrom optimizing the set-up of RStudio to leveraging C++that make this book a useful addition to any R user's bookshelf. Academics, business users, and programmers from a wide range of backgrounds stand to benefit from the guidance in Efficient R Programming.- Get advice for setting up an R programming environment- Explore general programming concepts and R coding techniques- Understand the ingredients of an efficient R workflow- Learn how to efficiently read and write data in R- Dive into data carpentrythe vital skill for cleaning raw data- Optimize your code with profiling, standard tricks, and other methods- Determine your hardware capabilities for handling R computation- Maximize the benefits of collaborative R programming- Accelerate your transition from R hacker to R programmer.…
Seller Inventory # 9781491950784
- Title
- Efficient R Programming : A Practical Guide to Smarter Programming
- Author
- Colin Gillespie
- Publisher
- O'reilly Media Jan 2017
- Publication year
- 2017
- Condition
- Neu
- Binding
- Taschenbuch
- Language
- English
- ISBN 10
- 1491950781
- ISBN 13
- 9781491950784
- Item weight
- 392 grams
- Dimensions
- 233x177x17 mm
There are many excellent R resources for visualization, data science, and package development. Hundreds of scattered vignettes, web pages, and forums explain how to use R in particular domains. But little has been written on how to simply make R work effectively--until now. This hands-on book teaches novices and experienced R users how to write efficient R code.
Drawing on years of experience teaching R courses, authors Colin Gillespie and Robin Lovelace provide practical advice on a range of topics--from optimizing the set-up of RStudio to leveraging C++--that make this book a useful addition to any R user's bookshelf. Academics, business users, and programmers from a wide range of backgrounds stand to benefit from the guidance in Efficient R Programming.
- Get advice for setting up an R programming environment
- Explore general programming concepts and R coding techniques
- Understand the ingredients of an efficient R workflow
- Learn how to efficiently read and write data in R
- Dive into data carpentry--the vital skill for cleaning raw data
- Optimize your code with profiling, standard tricks, and other methods
- Determine your hardware capabilities for handling R computation
- Maximize the benefits of collaborative R programming
- Accelerate your transition from R hacker to R programmer
"Synopsis" may belong to another edition of this title.
About the Author
Robin Lovelace is a researcher at the Leeds Institute for Transport Studies (ITS) and the Leeds Institute for Data Analytics (LIDA). Robin has many years using R for academic research and has taught numerous R courses at all levels. He has developed a number of popular R resources, including Introduction to Visualising Spatial Data in R and Spatial Microsimulation with R (Lovelace and Dumont 2016). These skills have been applied on a number of projects with real-world applications, including the Propensity to Cycle Tool, a nationally scalable interactive online mapping application and the stplanr package.
"About the title" may belong to another edition of this title.
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