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R 4 Quick Syntax Reference: A Pocket Guide to the Language, API's and Library de Margot Tollefson

R 4 Quick Syntax Reference: A Pocket Guide to the Language, API's and Library

Autor Margot Tollefson
en Limba Engleză Paperback – 16 mar 2022
This handy reference book detailing the intricacies of R covers version 4.x features, including numerous and significant changes to syntax, strings, reference counting, grid units, and more.

Starting with the basic structure of R, the book takes you on a journey through the terminology used in R and the syntax required to make R work. You will find looking up the correct form for an expression quick and easy. Some of the new material includes information on RStudio, S4 syntax, working with character strings, and an example using the Twitter API.

With a copy of the R 4 Quick Syntax Reference in hand, you will find that you are able to use the multitude of functions available in R and are even able to write your own functions to explore and analyze data.

What You Will Learn
  • Discover the modes and classes of R objects and how to use them
  • Use both packaged and user-created functions in R 
  • Import/export data and create new data objects in R
  • Create descriptive functions and manipulate objects in R
  • Take advantage of flow control and conditional statements
  • Work with packages such as base, stats, and graphics
Who This Book Is For

Those with programming experience, either new to R, or those with at least some exposure to R but who are new to the latest version.
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Specificații

ISBN-13: 9781484279236
ISBN-10: 1484279239
Pagini: 596
Ilustrații: XXII, 596 p. 8 illus.
Dimensiuni: 155 x 235 mm
Greutate: 0.86 kg
Ediția:3rd ed.
Editura: Apress
Colecția Apress
Locul publicării:Berkeley, CA, United States

Cuprins

Part 1: R Basics.- 1. Downloading R and Setting Up a File System.- 2. The R Prompt.- 3. Assignments and Operators.- Part 2: Kinds of Objects.- 4. Modes of Objects.- 5. Classes of Objects.- Part 3: Functions.- 6. Packaged Functions.- 7. User Created Functions.- 8. How to Use a Function.- Part 4: I/O and Manipulating Objects.- 9. Importing/Creating Data.- 10. Exporting from R.- 11. Descriptive Functions and Manipulating Objects.- Part 5: Flow control.- 12. Flow Control.- 13. Examples of Flow Control.- 14. The Functions ifelse() and switch().- Part 6: Some Common Functions, Packages and Techniques.- 15. Some Common Functions.- 16. The Packages base, stats and graphics.- 17. The Tricks of the Trade.

Notă biografică

Margot Tollefson is a self-employed consulting statistician residing in the tiny town of Stratford in the corn and soybean fields of north-central Iowa. She started using the S-Plus language in the early 1990s and was happy to switch to R about ten years ago. Margot enjoys writing her own functions in R - to do plots and simulations, as well as to implement custom modeling and use published statistical methods. She earned her graduate degrees in statistics from Iowa State University in Ames, Iowa.

Textul de pe ultima copertă

This handy reference book detailing the intricacies of R covers version 4.x features, including numerous and significant changes to syntax, strings, reference counting, grid units, and more. 

Starting with the basic structure of R, the book takes you on a journey through the terminology used in R and the syntax required to make R work. You will find looking up the correct form for an expression quick and easy. Some of the new material includes information on RStudio, S4 syntax, working with character strings, and an example using the Twitter API.

With a copy of the R 4 Quick Syntax Reference in hand, you will find that you are able to use the multitude of functions available in R and are even able to write your own functions to explore and analyze data.

You will:
  • Discover the modes and classes of R objects and how to use them
  • Use both packaged and user-created functions in R 
  • Import/export data and create new data objects in R
  • Create descriptive functions and manipulate objects in R
  • Take advantage of flow control and conditional statements
  • Work with packages such as base, stats, and graphics

Caracteristici

Updated to cover latest R 4.x features Learn R to write your own functions and analyze data Source code can be downloaded from https://github.com/Apress/r4-quick-syntax-reference