Functional Data Structures in R

Advanced Statistical Programming in R

Nonfiction, Computers, Advanced Computing, Programming, Data Modeling & Design, General Computing
Cover of the book Functional Data Structures in R by Thomas Mailund, Apress
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Thomas Mailund ISBN: 9781484231449
Publisher: Apress Publication: November 17, 2017
Imprint: Apress Language: English
Author: Thomas Mailund
ISBN: 9781484231449
Publisher: Apress
Publication: November 17, 2017
Imprint: Apress
Language: English

Get an introduction to functional data structures using R and write more effective code and gain performance for your programs. This book teaches you workarounds because data in functional languages is not mutable: for example you’ll learn how to change variable-value bindings by modifying environments, which can be exploited to emulate pointers and implement traditional data structures. You’ll also see how, by abandoning traditional data structures, you can manipulate structures by building new versions rather than modifying them. You’ll discover how these so-called functional data structures are different from the traditional data structures you might know, but are worth understanding to do serious algorithmic programming in a functional language such as R.

By the end of Functional Data Structures in R, you’ll understand the choices to make in order to most effectively work with data structures when you cannot modify the data itself. These techniques are especially applicable for algorithmic development important in big data, finance, and other data science applications.

What You'll Learn

  • Carry out algorithmic programming in R 

  • Use abstract data structures 

  • Work with both immutable and persistent data 

  • Emulate pointers and implement traditional data structures in R

  • Build new versions of traditional data structures that are known

Who This Book Is For

Experienced or advanced programmers with at least a comfort level with R. Some experience with data structures recommended.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

Get an introduction to functional data structures using R and write more effective code and gain performance for your programs. This book teaches you workarounds because data in functional languages is not mutable: for example you’ll learn how to change variable-value bindings by modifying environments, which can be exploited to emulate pointers and implement traditional data structures. You’ll also see how, by abandoning traditional data structures, you can manipulate structures by building new versions rather than modifying them. You’ll discover how these so-called functional data structures are different from the traditional data structures you might know, but are worth understanding to do serious algorithmic programming in a functional language such as R.

By the end of Functional Data Structures in R, you’ll understand the choices to make in order to most effectively work with data structures when you cannot modify the data itself. These techniques are especially applicable for algorithmic development important in big data, finance, and other data science applications.

What You'll Learn

Who This Book Is For

Experienced or advanced programmers with at least a comfort level with R. Some experience with data structures recommended.

More books from Apress

Cover of the book PowerShell and Python Together by Thomas Mailund
Cover of the book Beginning FPGA: Programming Metal by Thomas Mailund
Cover of the book Digital Privacy and Security Using Windows by Thomas Mailund
Cover of the book CSS Quick Syntax Reference by Thomas Mailund
Cover of the book Pro Docker by Thomas Mailund
Cover of the book Pro iOS Continuous Integration by Thomas Mailund
Cover of the book The C# Programmer’s Study Guide (MCSD) by Thomas Mailund
Cover of the book Building APIs with Node.js by Thomas Mailund
Cover of the book Pro Office 365 Development by Thomas Mailund
Cover of the book Numerical Methods using MATLAB by Thomas Mailund
Cover of the book Beginning Big Data with Power BI and Excel 2013 by Thomas Mailund
Cover of the book Automated Trading with R by Thomas Mailund
Cover of the book Rails 5 Revealed by Thomas Mailund
Cover of the book Java EE Web Application Primer by Thomas Mailund
Cover of the book Learn Swift 2 on the Mac by Thomas Mailund
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy