Extending R. (2016)

• Record Type: Book
• Further Information: Note: John M. Chambers.
• Authors: Chambers, John M
• Contents: Understanding R ; Objects, Functions and Interfaces; Three Principles; Everything is an Object; Everything is a Function Call; Interfaces are Part of R; Functional Programming; Object-Oriented Programming Evolution ; Computational Methods; The First Version of S; Functional, Object-Based S; R Arrives and Evolves; Evolution of Object-Oriented Programming; Functional OOP in S and R; S4 and R R in Operation ; Objects and References; Function Calls; Interfaces; The R Evaluator Programming with R; Small, Medium and Large Functions ; Functional Programming and R; Assignments and Replacements; Computing on the Language; Interfaces and Primitives; Getting it to Run Faster Objects ; Types and Attributes; Object Management; Reference Objects; Environments Packages ; Understanding Packages; Installing a Package; Loading and Attaching a Package; Sharing your Package In the Large Object-Oriented Programming ; Classes and Methods in R ; OOP Software in R; Functional and Encapsulated OOP; Creating Classes in R; Creating Methods in R; Example: Classes for Models Functional OOP in R ; Functional OOP in Extending R; Defining Classes; Defining Methods and Generic Functions; Classes and Methods in an R Package; Functional Classes in Detail; Generic Functions in Detail; Functional Methods in Detail ; S3 Methods and Classes Encapsulated OOP in R; The Structure of Encapsulated OOP; Using Encapsulated OOP; Defining Reference Classes; Fields in Reference Classes; Methods in Reference Classes; Functional Methods for Reference Classes Interfaces ; Understanding Interfaces; Introduction; Available Interfaces; Subroutines and Evaluators; Server Language Software; Server Language Computations; Server Language Object References; Data Conversion; Interfaces for Performance The XR Structure for Interfaces ; Introduction; The XR Interface Structure; Evaluator Objects and Methods; Application Programming; Specializing to the Server Language; Proxy Objects; Proxy Functions and Classes; Data Conversion An Interface to Python ; R and Python; Python Computations; Python Programming; Python Functions; Python Classes; Data Conversion An Interface to Julia ; R and Julia; Julia Computations; Julia Programming; Julia Functions; Julia Types; Data Conversion Subroutine Interfaces ; R, Subroutines and C++; C++ Interface Programming; C++ Functions; C++ Classes; Data Conversion Bibliography Index
• Edition: 1st
• Publisher Details: Boca Raton : Chapman & Hall/CRC
• Publication Date: 2016
• Extent: 1 online resource
• Subjects: 519.502855133; R (Computer program language); Statistics -- Data processing
• Languages: English
• ISBNs: 9781498775724
• Notes: Note: Description based on CIP data; resource not viewed.
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