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Functional Programming in R 4
Master functions and discover how to write functional programs in R. In this book, updated for R 4, you'll learn to make your functions pure by avoiding side effects, write functions that manipulate other functions, and construct complex functions using simpler functions as building blocks.
In Functional Programming in R 4. you'll see how to replace loops, which can have side effects, with recursive functions that can more easily avoid them. In addition, the book covers why you shouldn't use recursion when loops are more efficient and how you can get the best of both worlds.
Functional programming is a style of programming, like object-oriented programming. but one that focuses on data transformations and calculations rather than objects and state. Where in object-oriented programming you model your programs by describing which states an object can be in and how methods will reveal or modify that state, in functional programming you model programs by describing how functions translate input data to output data. Functions themselves are considered to be data you can manipulate and much of the strength of functional programming comes from manipulating functions; that is, building more complex functions by combining simpler functions.
In Functional Programming in R 4. you'll see how to replace loops, which can have side effects, with recursive functions that can more easily avoid them. In addition, the book covers why you shouldn't use recursion when loops are more efficient and how you can get the best of both worlds.
Functional programming is a style of programming, like object-oriented programming. but one that focuses on data transformations and calculations rather than objects and state. Where in object-oriented programming you model your programs by describing which states an object can be in and how methods will reveal or modify that state, in functional programming you model programs by describing how functions translate input data to output data. Functions themselves are considered to be data you can manipulate and much of the strength of functional programming comes from manipulating functions; that is, building more complex functions by combining simpler functions.
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Information Technology
005.1337/MAI/IT0761
IT0761
Available
Detail Information
- Series Title
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- Call Number
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005.1337/MAI/IT0761
- Publisher
- New York : APRESS., 2023
- Collation
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- Language
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English
- ISBN/ISSN
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978-1-4842-9919-7
- Classification
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NONE
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- Media Type
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- Carrier Type
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- Edition
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Second Edition
- Subject(s)
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- Statement of Responsibility
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