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Functional Data Structures in R

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Functional Data Structures in R

Advanced Statistical Programming in R

Thomas Mailund

Apress
Publication date : 2017-11-17

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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.

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About the book

Author

Thomas Mailund

Imprint

Apress

Collection

n.c

Publication date

2017-11-17

Pages

256 pages

Print ISBN

9781484231432

Language

English

Ebook informations

EAN PDF

9781484231449

Price

£24.99

Copy count 2

Print count 25

File size 4157 Ko

Informations accessibility

EAN EPUB

9781484231449

Price

£24.99

Copy count 2

Print count 25

File size 1352 Ko

Informations accessibility

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About author(s)

Thomas Mailund

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