Become a more productive programmer with __Efficient R Programming__. Drawing on years of experience teaching R courses, authors Colin Gillespie and Robin Lovelace give practical advice on a range of topics—from optimizing set-up of RStudio to leveraging C++—that make this book a valuable asset for both experienced and novice programmers. It’s suitable for academics, business users, and programmers from a wide range of backgrounds. * Get practical, tried-and-true advice from longtime R instructors * Dive into a wide range of topics, including RStudio set-up and leveraging C++, suitable for all skill levels * Gain insight into RStudio’s functionality to boost code-writing productivity * Learn the necessary skills for team-based R programming work * Save time, and energy, debugging code and searching online forums 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 Become a more productive programmer with "Efficient R Programming." Drawing on years of experience teaching R courses, authors Colin Gillespie and Robin Lovelace give practical advice on a range of topics from optimizing set-up of RStudio to leveraging C++ that make this book a valuable asset for both experienced and novice programmers. It s suitable for academics, business users, and programmers from a wide range of backgrounds.Get practical, tried-and-true advice from longtime R instructorsDive into a wide range of topics, including RStudio set-up and leveraging C++, suitable for all skill levelsGain insight into RStudio s functionality to boost code-writing productivityLearn the necessary skills for team-based R programming workSave time, and energy, debugging code and searching online forums" 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 Colin Gillespie And Robin Lovelace. Includes Bibliographical References And Index.
