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Learning R: A Step-by-Step Function Guide to Data Analysis - Softcover

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9781449357108: Learning R: A Step-by-Step Function Guide to Data Analysis

Synopsis

Learn how to perform data analysis with the R language and software environment, even if you have little or no programming experience. With the tutorials in this hands-on guide, youâ??ll learn how to use the essential R tools you need to know to analyze data, including data types and programming concepts.

The second half of Learning R shows you real data analysis in action by covering everything from importing data to publishing your results. Each chapter in the book includes a quiz on what youâ??ve learned, and concludes with exercises, most of which involve writing R code.

  • Write a simple R program, and discover what the language can do
  • Use data types such as vectors, arrays, lists, data frames, and strings
  • Execute code conditionally or repeatedly with branches and loops
  • Apply R add-on packages, and package your own work for others
  • Learn how to clean data you import from a variety of sources
  • Understand data through visualization and summary statistics
  • Use statistical models to pass quantitative judgments about data and make predictions
  • Learn what to do when things go wrong while writing data analysis code

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About the Author

Richie is a data scientist with a background in chemical health and safety, and has worked extensively on tools to give non-technical users access to statistical models. He is the author of the R packages "assertive" for checking the state of your variables and "sig" to make sure your functions have a sensible API. He runs The Damned Liars statistics consultancy.

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

  • PublisherO'Reilly Media
  • Publication date2013
  • ISBN 10 1449357105
  • ISBN 13 9781449357108
  • BindingPaperback
  • LanguageEnglish
  • Edition number1
  • Number of pages396
  • Rating
    • 3.78 out of 5 stars
      69 ratings by Goodreads

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