R Recipes
A Problem-Solution Approach
Год издания: 2014
Автор: Larry A. Pace
Издательство: Apress
ISBN: 978-1-484201-31-2
Серия: The Expert's Voice in R Programming
Язык: Английский
Формат: PDF
Качество: Изначально компьютерное (eBook)
Интерактивное оглавление: Да
Количество страниц: 253
Описание: 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.
Оглавление
1. Migrating to R
2. Input and Output
3. Data Structures
4. Merging and Reshaping Datasets
5. Working with Dates and Strings
6. Working with Tabular Data
7. Working with Numerical Data
8. Graphics and Data Visualization
9. Probability Distributions
10. Tests of Differences
11. Tests of Relationships
12. Modern Robust Statistics
13. Writing Functions
14. Working with Financial Data
15. Dealing with Big Data
16. Introduction to Text and Data Mining
