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

Amazon.com Price:  $26.10 (as of 01/05/2019 13:52 PST- Details)

Description

Learn the best way to perform data analysis with the R language and software environment, although you have little or no programming experience. With the tutorials in this hands-on guide, you’ll learn to use the essential R tools you want 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 the whole thing from importing data to publishing your results. Every chapter in the book includes a quiz on what you’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 again and again with branches and loops
  • Apply R add-on packages, and package your own work for others
  • Learn the best way to clean data you import from a lot 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 fallacious even as writing data analysis code
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