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Extending R:

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Bibliographic Details
Main Author:	Chambers, John M. 1941- (Author)
Format:	Book
Language:	English
Published:	Boca Raton ; London ; New York CRC Press, Taylor & Francis Group [2016]
Series:	The R series A Chapman & Hall book
Subjects:	R > Programm
Links:	http://www.gbv.de/dms/bowker/toc/9781498775717.pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=029201311&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
Item Description:	Literaturverzeichnis: Seite 355-357
Physical Description:	xvii, 364 Seiten Illustrationen, Diagramme
ISBN:	9781498775717 9781138469273

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adam_text	Titel: Extending R Autor: Chambers, John M Jahr: 2016 Contents Preface xiii I Understanding R 1 1 Objects, Functions and Interfaces 3 1.1 Three Principles......................... 4 1.2 Everything is an Object .................... 5 1.3 Everything is a Function Call................. 7 1.4 Interfaces are Part of R..................... 9 1.5 Functional Programming.................... 11 1.6 Object-Oriented Programming................. 14 2 Evolution 17 2.1 Computational Methods.................... 18 2.2 The First Version of S...................... 26 2.3 Functional, Object-Based S .................. 32 2.4 R Arrives and Evolves ..................... 34 2.5 Evolution of Object-Oriented Programming ......... 37 2.6 Functional OOP in S and R .................. 41 2.7 S4 and R............................. 45 3 R in Operation 47 3.1 Objects and References..................... 47 3.2 Function Calls.......................... 51 3.3 Interfaces ............................ 55 3.4 The R Evaluator........................ 56 IX x CONTENTS II Programming with R 59 4 Small, Medium and Large 61 5 Functions 69 5.1 Functional Programming and R................ 70 5.2 Assignments and Replacements................ 73 5.3 Computing on the Language.................. 80 5.4 Interfaces and Primitives.................... 85 5.5 Getting it to Run Faster.................... 88 6 Objects 97 6.1 Types and Attributes...................... 97 6.2 Object Management ...................... 102 6.3 Reference Objects; Environments............... 105 7 Packages 109 7.1 Understanding Packages.................... 109 7.2 Installing a Package....................... 114 7.3 Loading and Attaching a Package............... 116 7.4 Sharing your Package...................... 123 8 In the Large 127 III Object-Oriented Programming 129 9 Classes and Methods in R 131 9.1 OOP Software in R....................... 131 9.2 Functional and Encapsulated OOP.............. 132 9.3 Creating Classes in R...................... 135 9.4 Creating Methods in R..................... 138 9.5 Example: Classes for Models.................. 141 10 Functional OOP in R 145 10.1 Functional OOP in Extending R................ 145 10.2 Defining Classes......................... 148 10.3 Defining Methods and Generic Functions........... 153 10.4 Classes and Methods in an R Package............. 160 CONTENTS xi 10.5 Functional Classes in Detail.................. 163 10.6 Generic Functions in Detail .................. 183 10.7 Functional Methods in Detail................. 191 10.8 S3 Methods and Classes .................... 206 11 Encapsulated OOP in R 213 11.1 The Structure of Encapsulated OOP............. 213 11.2 Using Encapsulated OOP ................... 215 11.3 Defining Reference Classes................... 217 11.4 Fields in Reference Classes................... 223 11.5 Methods in Reference Classes................. 228 11.6 Functional Methods for Reference Classes........... 235 IV Interfaces 241 12 Understanding Interfaces 243 12.1 Introduction........................... 243 12.2 Available Interfaces....................... 244 12.3 Subroutines and Evaluators .................. 246 12.4 Server Language Software ................... 247 12.5 Server Language Computations................ 249 12.6 Server Language Object References.............. 251 12.7 Data Conversion........................ 252 12.8 Interfaces for Performance................... 256 13 The XR Structure for Interfaces 259 13.1 Introduction........................... 259 13.2 The XR Interface Structure................... 261 13.3 Evaluator Objects and Methods................ 264 13.4 Application Programming ................... 268 13.5 Specializing to the Server Language.............. 272 13.6 Proxy Objects.......................... 277 13.7 Proxy Functions and Classes.................. 279 13.8 Data Conversion........................ 286 xii CONTENTS 14 An Interface to Python 303 14.1 R and Python.......................... 303 14.2 Python Computations ..................... 304 14.3 Python Programming...................... 307 14.4 Python Functions........................ 311 14.5 Python Classes......................... 314 14.6 Data Conversion ........................ 318 15 An Interface to Julia 321 15.1 R and Julia............................ 321 15.2 Julia Computations....................... 323 15.3 Julia Programming....................... 326 15.4 Julia Functions ......................... 329 15.5 Julia Types........................... 331 15.6 Data Conversion ........................ 332 16 Subroutine Interfaces 339 16.1 R, Subroutines and C++.................... 339 16.2 C++ Interface Programming.................. 340 16.3 C++ Functions ......................... 343 16.4 C++ Classes........................... 348 16.5 Data Conversion ........................ 353 Bibliography 355 Index 359
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spellingShingle	Chambers, John M. 1941- Extending R R Programm (DE-588)4705956-4 gnd
subject_GND	(DE-588)4705956-4
title	Extending R
title_auth	Extending R
title_exact_search	Extending R
title_full	Extending R John M. Chambers, Stanford University, California, USA
title_fullStr	Extending R John M. Chambers, Stanford University, California, USA
title_full_unstemmed	Extending R John M. Chambers, Stanford University, California, USA
title_short	Extending R
title_sort	extending r
topic	R Programm (DE-588)4705956-4 gnd
topic_facet	R Programm
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