Learning R: A Step-By-Step Function Guide to Data Analysis
Cotton, Richard
ISBN 10: 1449357105 ISBN 13: 9781449357108
Published by O'Reilly Media, 2013
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About this Item
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May have limited writing in cover pages. Pages are unmarked. ~ ThriftBooks: Read More, Spend Less 1.48. Seller Inventory # G1449357105I4N00
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
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.
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Title: Learning R: A Step-By-Step Function Guide to...
Publisher: O'Reilly Media
Publication Date: 2013
Binding: Paperback
Condition: Very Good
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