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Simulation for Data Science with R
book

Simulation for Data Science with R

by Matthias Templ
June 2016
Beginner to intermediate
398 pages
8h 51m
English
Packt Publishing
Content preview from Simulation for Data Science with R

Generic functions, methods, and classes

R has different class systems, the most important ones are S3 and S4 classes. Programming with S3 classes is easy living, it's easier than S4. However, S4 is clean and the use of S4 can make packages very user-friendly.

In any case, in R each object is assigned to a class (the attribute class). Classes allow object-oriented programming and overloading of generic functions. Generic functions produce different output for objects of different classes as soon as methods are written for such classes.

This sounds complex, but with the following example it should get clearer.

As an example of a generic function, we will use the function summary. summary is a generic function used to produce result summaries. The function ...

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Publisher Resources

ISBN: 9781785881169