Book description
R Recipes is your handy problem-solution reference for learning and using the popular R programming language for statistics and other numerical analysis. Packed with hundreds of code and visual recipes, this book helps you to quickly learn the fundamentals and explore the frontiers of programming, analyzing and using R.
R Recipes provides textual and visual recipes for easy and productive templates for use and re-use in your day-to-day R programming and data analysis practice. Whether you're in finance, cloud computing, big or small data analytics, or other applied computational and data science - R Recipes should be a staple for your code reference library.
Table of contents
- Cover
- Title
- Copyright
- Contents at a glance
- Contents
- About the Author
- About the Technical Reviewer
- Acknowledgments
- Introduction
- Chapter 1: Migrating to R: As Easy As 1, 2, 3
- Chapter 2: Input and Output
- Chapter 3: Data Structures
- Chapter 4: Merging and Reshaping Datasets
- Chapter 5: Working with Dates and Strings
- Chapter 6: Working with Tables
- Chapter 7: Summarizing and Describing Data
- Chapter 8: Graphics and Data Visualization
- Chapter 9: Probability Distributions
- Chapter 10: Hypothesis Tests for Means, Ranks, or Proportions
- Chapter 11: Relationships Between and Among Variables
- Chapter 12: Contemporary Statistical Methods
- Chapter 13: Writing Reusable Functions
- Chapter 14: Working with Financial Data
- Chapter 15: Dealing with Big Data
- Chapter 16: Mining the Gold in Data and Text
- Index
Product information
- Title: R Recipes: A Problem-Solution Approach
- Author(s):
- Release date: December 2014
- Publisher(s): Apress
- ISBN: 9781484201305
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