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Advanced Object-Oriented Programming in R - Statistical Programming for Data Science, Analysis and Finance (Paperback, 1st ed.)
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Advanced Object-Oriented Programming in R - Statistical Programming for Data Science, Analysis and Finance (Paperback, 1st ed.)
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Learn how to write object-oriented programs in R and how to
construct classes and class hierarchies in the three
object-oriented systems available in R. This book gives an
introduction to object-oriented programming in the R programming
language and shows you how to use and apply R in an object-oriented
manner. You will then be able to use this powerful programming
style in your own statistical programming projects to write
flexible and extendable software. After reading Advanced
Object-Oriented Programming in R, you'll come away with a practical
project that you can reuse in your own analytics coding endeavors.
You'll then be able to visualize your data as objects that have
state and then manipulate those objects with polymorphic or generic
methods. Your projects will benefit from the high degree of
flexibility provided by polymorphism, where the choice of concrete
method to execute depends on the type of data being manipulated.
What You'll Learn Define and use classes and generic functions
using R Work with the R class hierarchies Benefit from
implementation reuse Handle operator overloading Apply the S4 and
R6 classes Who This Book Is For Experienced programmers and for
those with at least some prior experience with R programming
language.
General
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