Software for data analysis: programming with R
Saved in:
| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
New York, NY
Springer
2008
|
| Series: | Statistics and computing
|
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | XIV, 498, 6 S. Ill., graph. Darst. |
| ISBN: | 0387759352 9780387759357 |
Staff View
MARC
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| 100 | 1 | |a Chambers, John M. |d 1941- |e Verfasser |0 (DE-588)140957715 |4 aut | |
| 245 | 1 | 0 | |a Software for data analysis |b programming with R |c John M. Chambers |
| 264 | 1 | |a New York, NY |b Springer |c 2008 | |
| 300 | |a XIV, 498, 6 S. |b Ill., graph. Darst. | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
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Record in the Search Index
| _version_ | 1805082896739860480 |
|---|---|
| adam_text |
Contents
Introduction:
Principles and Concepts
1
1.1
Exploration: The Mission
. 1
1.2
Trustworthy Software: The Prime Directive
. 3
1.3
Concepts for Programming with
R
. 4
1.4
The
R
System and the
S
Language
. 9
Using
R
11
2.1
Starting
R
. 11
2.2
An Interactive Session
. 13
2.3
The Language
. 19
2.4
Objects and Names
. 24
2.5
Functions and Packages
. 25
2.6
Getting
R
. 29
2.7
Online Information About
R
. 31
2.8
What's Hard About Using R?
. 34
Programming with R: The Basics
37
3.1
From Commands to Functions
. 37
3.2
Functions and Functional Programming
. 43
3.3
Function Objects and Function Calls
. 50
3.4
The Language
. 58
3.5
Debugging
. 61
3.6
Interactive Tracing and Editing
. 67
3.7
Conditions: Errors and Warnings
. 74
3.8
Testing
R
Software
. 76
R
Packages
79
4.1
Introduction: Why Write a Package?
. 79
4.2
The Package Concept and Tools
. 80
4.3
Creating a Package
. 85
4.4
Documentation for Packages
. 95
4.5
Testing Packages
.101
4.6
Package Namespaces
.103
4.7
Including
С
Software in Packages
.108
4.8
Interfaces to Other Software
.108
Objects 111
5.1
Objects, Names, and References
.
Ill
5.2
Replacement Expressions
.115
5.3
Environments
.119
5.4
Non-local Assignments; Closures
.125
5.5
Connections
.131
5.6
Reading and Writing Objects and Data
.135
Basic Data and Computations
139
6.1
The Evolution of Data in the
S
Language
.140
6.2
Object Types
.141
6.3
Vectors and Vector Structures
.143
6.4
Vectorizing Computations
.157
6.5
Statistical Data: Data Frames
.166
6.6
Operators: Arithmetic, Comparison, Logic
.184
6.7
Computations on Numeric Data
.191
6.8
Matrices and Matrix Computations
.200
6.9
Fitting Statistical models
.218
6.10
Programming Random Simulations
.221
Data Visualization and Graphics
237
7.1
Using Graphics in
R
.238
7.2
The x-y Plot
.242
7.3
The Common Graphics Model
.253
7.4
The graphics Package
.263
7.5
The grid Package
.271
7.6
Trellis Graphics and the lattice Package
.280
Computing with Text
289
8.1
Text Computations for Data Analysis
.289
8.2
Importing Text Data
.294
8.3
Regular Expressions
.298
8.4
Text Computations in
R
.304
8.5
Using and Writing Perl
. 309
8.6
Examples of Text Computations
. 318
9
New Classes
331
9.1
Introduction: Why Classes?
. 331
9.2
Programming with New Classes
. 334
9.3
Inheritance and Inter-class Relations
. 344
9.4
Virtual Classes
. 351
9.5
Creating and Validating Objects
. 359
9.6
Programming with
S3
Classes
. 362
9.7
Example: Binary Trees
. 369
9.8
Example: Data Frames
. 375
10
Methods and Generic Functions
381
10.1
Introduction: Why Methods?
. 381
10.2
Method Definitions
. 384
10.3
New Methods for Old Functions
. 387
10.4
Programming Techniques for Methods
. 389
10.5
Generic Functions
. 396
10.6
How Method Selection Works
. 405
11
Interfaces I: C and Fortran
411
11.1
Interfaces to
С
and Fortran
. 411
11.2
Calling R-Independent Subroutines
. 415
11.3
Calling R-Dependent Subroutines
. 420
11.4
Computations in
C++. 425
11.5
Loading and Registering Compiled Routines
. 426
12
Interfaces II: Other Systems
429
12.1
Choosing an Interface
. 430
12.2
Text- and File-Based Interfaces
. 432
12.3
Functional Interfaces
. 433
12.4
Object-Based Interfaces
. 435
12.5
Interfaces to OOP Languages
. 437
12.6
Interfaces to
C++. 440
12.7
Interfaces to Databases and Spreadsheets
. 446
12.8
Interfaces without
R
. 450
13
How R Works
453
13.1
The
R
Program
.453
13.2
The
R
Evaluator.
454
13.3
Calls to
R
Functions
.460
13.4
Calls to Primitive Functions
.463
13.5
Assignments and Replacements
.465
13.6
The Language
.468
13.7
Memory Management for
R
Objects
.471
A Some Notes on the History of
S
475
Bibliography
479
Index
481
Index of
R
Functions and Documentation
489
Index of
R
Classes and Types
497 |
| adam_txt |
Contents
Introduction:
Principles and Concepts
1
1.1
Exploration: The Mission
. 1
1.2
Trustworthy Software: The Prime Directive
. 3
1.3
Concepts for Programming with
R
. 4
1.4
The
R
System and the
S
Language
. 9
Using
R
11
2.1
Starting
R
. 11
2.2
An Interactive Session
. 13
2.3
The Language
. 19
2.4
Objects and Names
. 24
2.5
Functions and Packages
. 25
2.6
Getting
R
. 29
2.7
Online Information About
R
. 31
2.8
What's Hard About Using R?
. 34
Programming with R: The Basics
37
3.1
From Commands to Functions
. 37
3.2
Functions and Functional Programming
. 43
3.3
Function Objects and Function Calls
. 50
3.4
The Language
. 58
3.5
Debugging
. 61
3.6
Interactive Tracing and Editing
. 67
3.7
Conditions: Errors and Warnings
. 74
3.8
Testing
R
Software
. 76
R
Packages
79
4.1
Introduction: Why Write a Package?
. 79
4.2
The Package Concept and Tools
. 80
4.3
Creating a Package
. 85
4.4
Documentation for Packages
. 95
4.5
Testing Packages
.101
4.6
Package Namespaces
.103
4.7
Including
С
Software in Packages
.108
4.8
Interfaces to Other Software
.108
Objects 111
5.1
Objects, Names, and References
.
Ill
5.2
Replacement Expressions
.115
5.3
Environments
.119
5.4
Non-local Assignments; Closures
.125
5.5
Connections
.131
5.6
Reading and Writing Objects and Data
.135
Basic Data and Computations
139
6.1
The Evolution of Data in the
S
Language
.140
6.2
Object Types
.141
6.3
Vectors and Vector Structures
.143
6.4
Vectorizing Computations
.157
6.5
Statistical Data: Data Frames
.166
6.6
Operators: Arithmetic, Comparison, Logic
.184
6.7
Computations on Numeric Data
.191
6.8
Matrices and Matrix Computations
.200
6.9
Fitting Statistical models
.218
6.10
Programming Random Simulations
.221
Data Visualization and Graphics
237
7.1
Using Graphics in
R
.238
7.2
The x-y Plot
.242
7.3
The Common Graphics Model
.253
7.4
The graphics Package
.263
7.5
The grid Package
.271
7.6
Trellis Graphics and the lattice Package
.280
Computing with Text
289
8.1
Text Computations for Data Analysis
.289
8.2
Importing Text Data
.294
8.3
Regular Expressions
.298
8.4
Text Computations in
R
.304
8.5
Using and Writing Perl
. 309
8.6
Examples of Text Computations
. 318
9
New Classes
331
9.1
Introduction: Why Classes?
. 331
9.2
Programming with New Classes
. 334
9.3
Inheritance and Inter-class Relations
. 344
9.4
Virtual Classes
. 351
9.5
Creating and Validating Objects
. 359
9.6
Programming with
S3
Classes
. 362
9.7
Example: Binary Trees
. 369
9.8
Example: Data Frames
. 375
10
Methods and Generic Functions
381
10.1
Introduction: Why Methods?
. 381
10.2
Method Definitions
. 384
10.3
New Methods for Old Functions
. 387
10.4
Programming Techniques for Methods
. 389
10.5
Generic Functions
. 396
10.6
How Method Selection Works
. 405
11
Interfaces I: C and Fortran
411
11.1
Interfaces to
С
and Fortran
. 411
11.2
Calling R-Independent Subroutines
. 415
11.3
Calling R-Dependent Subroutines
. 420
11.4
Computations in
C++. 425
11.5
Loading and Registering Compiled Routines
. 426
12
Interfaces II: Other Systems
429
12.1
Choosing an Interface
. 430
12.2
Text- and File-Based Interfaces
. 432
12.3
Functional Interfaces
. 433
12.4
Object-Based Interfaces
. 435
12.5
Interfaces to OOP Languages
. 437
12.6
Interfaces to
C++. 440
12.7
Interfaces to Databases and Spreadsheets
. 446
12.8
Interfaces without
R
. 450
13
How R Works
453
13.1
The
R
Program
.453
13.2
The
R
Evaluator.
454
13.3
Calls to
R
Functions
.460
13.4
Calls to Primitive Functions
.463
13.5
Assignments and Replacements
.465
13.6
The Language
.468
13.7
Memory Management for
R
Objects
.471
A Some Notes on the History of
S
475
Bibliography
479
Index
481
Index of
R
Functions and Documentation
489
Index of
R
Classes and Types
497 |
| any_adam_object | 1 |
| any_adam_object_boolean | 1 |
| author | Chambers, John M. 1941- |
| author_GND | (DE-588)140957715 |
| author_facet | Chambers, John M. 1941- |
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| building | Verbundindex |
| bvnumber | BV023228102 |
| callnumber-first | Q - Science |
| callnumber-label | QA276 |
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| callnumber-search | QA276.45.R3 |
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| callnumber-subject | QA - Mathematics |
| classification_rvk | MR 2200 ST 250 ST 601 |
| classification_tum | DAT 368f MAT 620f |
| ctrlnum | (OCoLC)254710094 (DE-599)DNB986703737 |
| dewey-full | 518.0285 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 518 - Numerical analysis |
| dewey-raw | 518.0285 |
| dewey-search | 518.0285 |
| dewey-sort | 3518.0285 |
| dewey-tens | 510 - Mathematics |
| discipline | Informatik Soziologie Mathematik |
| discipline_str_mv | Informatik Soziologie Mathematik |
| format | Book |
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| id | DE-604.BV023228102 |
| illustrated | Illustrated |
| index_date | 2024-07-02T20:18:52Z |
| indexdate | 2024-07-20T07:39:57Z |
| institution | BVB |
| isbn | 0387759352 9780387759357 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-016413865 |
| oclc_num | 254710094 |
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| physical | XIV, 498, 6 S. Ill., graph. Darst. |
| publishDate | 2008 |
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| publishDateSort | 2008 |
| publisher | Springer |
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| series2 | Statistics and computing |
| spelling | Chambers, John M. 1941- Verfasser (DE-588)140957715 aut Software for data analysis programming with R John M. Chambers New York, NY Springer 2008 XIV, 498, 6 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier Statistics and computing Datenanalyse (DE-588)4123037-1 gnd rswk-swf R Programm (DE-588)4705956-4 gnd rswk-swf Statistik (DE-588)4056995-0 gnd rswk-swf Statistik (DE-588)4056995-0 s R Programm (DE-588)4705956-4 s DE-604 Datenanalyse (DE-588)4123037-1 s DE-188 Erscheint auch als Online-Ausgabe 978-0-387-75936-4 Digitalisierung UB Passau application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=016413865&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Chambers, John M. 1941- Software for data analysis programming with R Datenanalyse (DE-588)4123037-1 gnd R Programm (DE-588)4705956-4 gnd Statistik (DE-588)4056995-0 gnd |
| subject_GND | (DE-588)4123037-1 (DE-588)4705956-4 (DE-588)4056995-0 |
| title | Software for data analysis programming with R |
| title_auth | Software for data analysis programming with R |
| title_exact_search | Software for data analysis programming with R |
| title_exact_search_txtP | Software for data analysis programming with R |
| title_full | Software for data analysis programming with R John M. Chambers |
| title_fullStr | Software for data analysis programming with R John M. Chambers |
| title_full_unstemmed | Software for data analysis programming with R John M. Chambers |
| title_short | Software for data analysis |
| title_sort | software for data analysis programming with r |
| title_sub | programming with R |
| topic | Datenanalyse (DE-588)4123037-1 gnd R Programm (DE-588)4705956-4 gnd Statistik (DE-588)4056995-0 gnd |
| topic_facet | Datenanalyse R Programm Statistik |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=016413865&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT chambersjohnm softwarefordataanalysisprogrammingwithr |