[PDF] Learning R Free Download

[message] Brief Description [PDF] Learning R Free Download by Richard Cotton | Publisher : O’Reilly Media | Category : Computers & Inter...

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    • Brief Description
      • [PDF] Learning R Free Download by Richard Cotton | Publisher : O’Reilly Media | Category : Computers & Internet | Tags : Analysis, Programming, Data Analysis, Visualization, Models, Modeling | ISBN-10 : 1449357105 | ISBN-13 : 9781449357108
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      • Learning R by Richard Cotton, Publisher : O'Reilly Media
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    • Complete Book Description
      • 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, you’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 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 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

        Table of Contents

        Part I. The R Language
        Chapter 1. Introduction
        Chapter 2. A Scientific Calculator
        Chapter 3. Inspecting Variables and Your Workspace
        Chapter 4. Vectors, Matrices, and Arrays
        Chapter 5. Lists and Data Frames
        Chapter 6. Environments and Functions
        Chapter 7. Strings and Factors
        Chapter 8. Flow Control and Loops
        Chapter 9. Advanced Looping
        Chapter 10. Packages
        Chapter 11. Dates and Times

        Part II. The Data Analysis Workflow
        Chapter 12. Getting Data
        Chapter 13. Cleaning and Transforming
        Chapter 14. Exploring and Visualizing
        Chapter 15. Distributions and Modeling
        Chapter 16. Programming
        Chapter 17. Making Packages

        Part III. Appendixes
        Appendix A. Properties of Variables
        Appendix B. Other Things to Do in R
        Appendix C. Answers to Quizzes
        Appendix D. Solutions to Exercises

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    • Book Details
      • Book Name : Learning R

        Edition : Revised

        Author : Richard Cotton

        Publisher : O’Reilly Media

        Category : Computers & Internet

        ISBN-10 : 1449357105

        ISBN-13 : 9781449357108

        ASIN : 1449357105

        Pages : 400

        Language : English

        Publish Date : September 23, 2013
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