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Extending R

Extending R (Loan 1 times)

Material type
단행본
Personal Author
Chambers, John M.
Title Statement
Extending R / John M. Chambers.
Publication, Distribution, etc
Boca Raton, FL :   CRC Press, Taylor & Francis Group,   c2016.  
Physical Medium
xvii, 364 p. : ill. ; 26 cm.
Series Statement
Chapman & Hall/CRC the R series
ISBN
1498775713 9781498775717
General Note
"A Chapman & Hall book."  
Content Notes
I. Understanding R -- Objects, functions and interfaces -- Evolution -- R in operation -- II. Programming with R -- Small, medium and large -- Functions -- Objects -- Packages -- In the large -- III. Object-Oriented Programming -- Classes and methods in R -- Functional OOP in R -- Encapsulated OOp in R -- IV. Interfaces -- Understanding interfaces -- The XR structure for interfaces -- An interface to Python -- An interface to Julia -- Subroutine interfaces.
Bibliography, Etc. Note
Includes bibliographical references and index.
Subject Added Entry-Topical Term
R (Computer program language). Mathematical statistics --Data processing.
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020 ▼a 1498775713
020 ▼a 9781498775717
035 ▼a (KERIS)REF000018142341
040 ▼a YDXCP ▼b eng ▼e rda ▼c YDXCP ▼d BTCTA ▼d BDX ▼d OCLCQ ▼d OUP ▼d LTSCA ▼d OCLCF ▼d 211009
082 0 4 ▼a 519.502855133 ▼2 23
084 ▼a 519.50285 ▼2 DDCK
090 ▼a 519.50285 ▼b C444e
100 1 ▼a Chambers, John M.
245 1 0 ▼a Extending R / ▼c John M. Chambers.
260 ▼a Boca Raton, FL : ▼b CRC Press, Taylor & Francis Group, ▼c c2016.
300 ▼a xvii, 364 p. : ▼b ill. ; ▼c 26 cm.
490 1 ▼a Chapman & Hall/CRC the R series
500 ▼a "A Chapman & Hall book."
504 ▼a Includes bibliographical references and index.
505 0 ▼a I. Understanding R -- Objects, functions and interfaces -- Evolution -- R in operation -- II. Programming with R -- Small, medium and large -- Functions -- Objects -- Packages -- In the large -- III. Object-Oriented Programming -- Classes and methods in R -- Functional OOP in R -- Encapsulated OOp in R -- IV. Interfaces -- Understanding interfaces -- The XR structure for interfaces -- An interface to Python -- An interface to Julia -- Subroutine interfaces.
650 0 ▼a R (Computer program language).
650 0 ▼a Mathematical statistics ▼x Data processing.
830 0 ▼a Chapman & Hall/CRC the R series (CRC Press).
945 ▼a KLPA

Holdings Information

No. Location Call Number Accession No. Availability Due Date Make a Reservation Service
No. 1 Location Science & Engineering Library/Sci-Info(Stacks2)/ Call Number 519.50285 C444e Accession No. 121239783 Availability Available Due Date Make a Reservation Service B M

Contents information

Table of 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


Information Provided By: : Aladin

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