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

About the Authors

Colin Gillespie is Senior lecturer (Associate professor) at Newcastle University, UK. His research interests are high-performance computing and Bayesian statistics. He is regularly employed as a consultant by Jumping Rivers and has been teaching R since 2005.

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 this title" may belong to another edition of this title.

Store Description

Goodwill Southern California - We are a 501(c)(3) nonprofit organization whose mission is to help transform lives through the power of work. Goodwill Southern California serves individuals with disabilities or other vocational disadvantages and local businesses seeking qualified employees by providing education, skills training, work experience and job placement. In addition to our retail stores located throughout Southern California and in the Inland Empire, we also provide jobs and services such as secure shredding, e-recycling (computers and electronics), packaging and assembling, post retail recycling, etc. If you would like to know more about our company, our services, partnership opportunities or to make a donation, please either visit our website goodwillsocal.org, or contact us at our toll-free number, 1 (888) 4 GOODWILL. Thank you for your support of our mission to help others.

Visit Seller's Storefront

Seller's business information

Goodwill Industries of Southern California
342 N San Fernando Rd, Los Angeles, CA, 90031, U.S.A.

Sale & Shipping Terms

Terms of Sale

Shipping Terms

Shipping rates within U.S.A.

Shipping rates within U.S.A.
Order quantity	5 to 14 business days	3 to 6 business days
First item	US$ 3.00	US$ 6.50

Delivery times are set by sellers and vary by carrier and location. Orders passing through Customs may face delays and buyers are responsible for any associated duties or fees. Sellers may contact you regarding additional charges to cover any increased costs to ship your items.