E-book details

Modern R Programming Cookbook. Recipes to simplify your statistical applications

Modern R Programming Cookbook. Recipes to simplify your statistical applications

Jaynal Abedin

Ebook
R is a powerful tool for statistics, graphics, and statistical programming. It is used by tens of thousands of people daily to perform serious statistical analyses. It is a free, open source system whose implementation is the collective accomplishment of many intelligent, hard-working people. There are more than 2,000 available add-ons, and R is a serious rival to all commercial statistical packages. The objective of this book is to show how to work with different programming aspects of R. The emerging R developers and data science could have very good programming knowledge but might have limited understanding about R syntax and semantics. Our book will be a platform develop practical solution out of real world problem in scalable fashion and with very good understanding. You will work with various versions of R libraries that are essential for scalable data science solutions. You will learn to work with Input / Output issues when working with relatively larger dataset. At the end of this book readers will also learn how to work with databases from within R and also what and how meta programming helps in developing applications.
  • 1. Installing and Configuring R and its Libraries
  • 2. Data Structures in R
  • 3. Writing Customized Functions
  • 4. Conditional and Iterative Operations
  • 5. R Objects and Classes
  • 6. Querying, Filtering, and Summarization
  • 7. R for Text Processing
  • 8. R and Databases
  • 9. Parallel Processing in R
  • Title: Modern R Programming Cookbook. Recipes to simplify your statistical applications
  • Author: Jaynal Abedin
  • Original title: Modern R Programming Cookbook. Recipes to simplify your statistical applications
  • ISBN: 9781787288775, 9781787288775
  • Date of issue: 2017-10-10
  • Format: Ebook
  • Item ID: e_15qz
  • Publisher: Packt Publishing