Testing R Code (Chapman & Hall/CRC The R Series) - Softcover

Cotton, Richard

Softcover

ISBN 10: 0367782375 ISBN 13: 9780367782375

Publisher: Chapman and Hall/CRC, 2021

Synopsis

Learn how to write R code with fewer bugs.

The problem with programming is that you are always one typo away from writing something silly. Likewise with data analysis, a small mistake in your model can lead to a big mistake in your results. Combining the two disciplines means that it is all too easy for a missed minus sign to generate a false prediction that you don’t spot until it’s too late. Testing is the only way to be sure that your code, and your results, are correct.

Testing R Code teaches you how to perform development-time testing using the testthat package, allowing you to ensure that your code works as intended. The book also teaches run-time testing using the assertive package; enabling your users to correctly run your code.

After beginning with an introduction to testing in R, the book explores more advanced cases such as integrating tests into R packages; testing code that accesses databases; testing C++ code with Rcpp; and testing graphics. Each topic is explained with real-world examples, and has accompanying exercises for readers to practise their skills ― only a small amount of experience with R is needed to get started!

About this title

About the Author

Richard Cotton

Edition details

• Publisher: Chapman and Hall/CRC
• Publication date: 2021
• ISBN 10: 0367782375
• ISBN 13: 9780367782375
• Binding: Paperback
• Language: English
• Edition number: 1
• Number of pages: 196