The basics of S-plus:
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
New York, NY u.a.
Springer
2005
|
| Ausgabe: | 4. ed. |
| Schriftenreihe: | Statistics and computing
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | XX, 442 S. graph. Darst. : 24 cm |
| ISBN: | 0387261095 |
Internformat
MARC
| LEADER | 00000nam a2200000 c 4500 | ||
|---|---|---|---|
| 001 | BV020825055 | ||
| 003 | DE-604 | ||
| 005 | 20060202 | ||
| 007 | t | ||
| 008 | 051010s2005 gw d||| |||| 00||| eng d | ||
| 020 | |a 0387261095 |c kart. : EUR 64.15 |9 0-387-26109-5 | ||
| 035 | |a (OCoLC)255175028 | ||
| 035 | |a (DE-599)BVBBV020825055 | ||
| 040 | |a DE-604 |b ger |e rakddb | ||
| 041 | 0 | |a eng | |
| 044 | |a gw |c DE | ||
| 049 | |a DE-1051 |a DE-19 |a DE-573 |a DE-739 | ||
| 050 | 0 | |a QA276.4 | |
| 082 | 0 | |a 519.5028553 |2 22 | |
| 084 | |a ST 250 |0 (DE-625)143626: |2 rvk | ||
| 100 | 1 | |a Krause, Andreas |e Verfasser |4 aut | |
| 245 | 1 | 0 | |a The basics of S-plus |c Andreas Krause ; Melvin Olson |
| 250 | |a 4. ed. | ||
| 264 | 1 | |a New York, NY u.a. |b Springer |c 2005 | |
| 300 | |a XX, 442 S. |b graph. Darst. : 24 cm | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 490 | 0 | |a Statistics and computing | |
| 630 | 0 | 4 | |a S-Plus |
| 650 | 7 | |a S-Plus |2 gtt | |
| 650 | 4 | |a Datenverarbeitung | |
| 650 | 4 | |a Mathematical statistics |x Data processing | |
| 650 | 4 | |a Programming Languages | |
| 650 | 0 | 7 | |a S |g Programmiersprache |0 (DE-588)4234472-4 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a S-PLUS |0 (DE-588)4321162-8 |2 gnd |9 rswk-swf |
| 689 | 0 | 0 | |a S |g Programmiersprache |0 (DE-588)4234472-4 |D s |
| 689 | 0 | |5 DE-604 | |
| 689 | 1 | 0 | |a S-PLUS |0 (DE-588)4321162-8 |D s |
| 689 | 1 | |5 DE-604 | |
| 700 | 1 | |a Olson, Melvin |e Verfasser |4 aut | |
| 856 | 4 | 2 | |m Digitalisierung UB Passau |q application/pdf |u http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=013830355&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |3 Inhaltsverzeichnis |
| 999 | |a oai:aleph.bib-bvb.de:BVB01-013830355 | ||
Datensatz im Suchindex
| _version_ | 1804134153999876096 |
|---|---|
| adam_text | Contents
Preface
...............................
v
Figures
............................... xvii
Tables
................................ xxi
1
Introduction
1
1.1
The History of
S
and S-Plus
............... 2
1.2
S-Plus on Different Operating Systems
......... 4
1.3
Notational Conventions
................... 6
2
Graphical User Interface
9
2.1
Introduction
......................... 9
2.2
System Overview
...................... 10
2.2.1
Using a Mouse
.................... 11
2.2.2
Object Explorer
................... 11
2.2.3
Commands Window
................ 11
2.2.4
Toolbars
....................... 12
2.2.5
Graph Sheets
.................... 12
2.2.6
Script Window
................... 12
2.3
Getting Started with the Interface
............. 13
2.3.1
Importing Data
................... 13
2.3.2
Graphs
........................ 13
2.3.3
Data and Statistics
................. 15
2.3.4
Customizing the Toolbars
............. 15
2.3.5
Chapters
....................... 16
2.4
Detailed Use of the GUI Interface
............. 18
2.5
Object Explorer
....................... 18
2.6
Help
............................. 19
2.7
Data Export
......................... 21
2.8
Working Directory
..................... 23
2.9
Data Import
......................... 24
2.10
Data Summaries
....................... 27
2.11
Graphs
............................ 29
2.12
Trellis Graphs
........................ 36
2.13
Linear Regression
...................... 38
2.14
PowerPoint (Windows Only)
................ 42
2.15
Excel (Windows Only)
................... 44
2.16
Script Window
........................ 45
2.17
UNIX/Linux GUI
...................... 47
2.18
Summary
........................... 56
2.19
Exercises
........................... 57
2.20
Solutions
........................... 58
A First Session
73
3.1
General Information
..................... 73
3.1.1
Starting and Quitting
................ 74
3.1.2
The Help System
.................. 75
3.1.3
Before Beginning
.................. 75
3.2
Simple Structures
...................... 76
3.2.1
Arithmetic Operators
................ 76
3.2.2
Assignments
..................... 77
3.2.3
The Concatenate Command:
с
........... 79
3.2.4
The Sequence Command: seq
........... 80
3.2.5
The Replicate Command: rep
........... 81
3.3
Mathematical Operations
................. 82
3.4
Use of Brackets
....................... 84
3.5
Logical Values
........................ 85
3.6
Review
............................ 88
3.7
Exercises
........................... 91
3.8
Solutions
........................... 92
A Second Session
95
4.1
Constructing and Manipulating Data
........... 95
4.1.1
Matrices
....................... 96
4.1.2
Arrays
........................ 101
4.1.3
Data Frames
..................... 104
4.1.4
Lists
......................... 107
4.2
Introduction to Functions
................. 108
4.3
Introduction to Missing Values
............... 109
4.4
Merging Data
........................ 110
4.5
Putting It All Together
...................
Ill
4.6
Exercises
........................... 114
4.7
Solutions
........................... 116
Graphics
125
5.1
Basic Graphics
Commands
................. 125
5.2
Graphics Devices
...................... 126
5.2.1
Working with
Multiple Graphics Devices
..... 128
5.3
Plotting Data
........................ 128
5.3.1
The plot Command
................ 129
5.3.2
Modifying the Data Display
............ 130
5.3.3
Modifying Figure Elements
............. 131
5.4
Adding Elements to Existing Plots
............ 133
5.4.1
Functions to Add Elements to Graphs
...... 133
5.4.2
More About abline
................ 135
5.4.3
More on Adding Axes
............... 135
5.4.4
Adding Text to Graphs
............... 137
5.5
Setting Options
....................... 138
5.6
Figure Layouts
....................... 140
5.6.1
Layouts Using Trellis Graphs
........... 140
5.6.2
Matrices of Graphs
................. 140
5.6.3
Multiple-Screen Graphs
............... 141
5.6.4
Figures of Specified Size
.............. 142
5.7
Exercises
........................... 145
5.8
Solutions
........................... 146
Trellis Graphics
153
6.1
An Example
......................... 154
6.2
Trellis Basics
......................... 156
6.2.1
Trellis Syntax
.................... 156
6.2.2
Trellis Functions
.................. 157
6.2.3
Displaying and Storing Graphs
.......... 157
6.3
Output Devices
....................... 158
6.4
Customizing Trellis Graphs
................. 160
6.4.1
Setting Options
................... 160
6.4.2
Arranging the Layout of a Trellis Graph
..... 161
6.4.3
Ordering of Graphs
................. 163
6.4.4
Axis Customization
................. 164
6.4.5
Modifying Panel Strips
............... 165
6.4.6
Arranging Several Graphs on a Single Page
. . . 165
6.4.7
Updating Existing Trellis Graphs
......... 167
6.4.8
Writing Panel Functions
.............. 168
6.5
Further Trellis Hints
.................... 171
6.5.1
Useful General Trellis Settings
........... 172
6.5.2
Graphing Individual Profiles
............ 173
6.5.3
Preparing Data to Use for Trellis
......... 174
6.5.4
The subset Option
................. 175
6.5.5
Adding a Key
.................... 175
6.5.6
The subscripts Option in Panel Functions
.... 177
6.6
Exercises
........................... 181
6.7
Solutions
........................... 183
Exploring Data
193
7.1
Descriptive Data Exploration
............... 193
7.2
Graphical Exploration
................... 204
7.2.1
Interactive Dynamic Graphics
........... 219
7.2.2
Old-Style Graphics
................. 219
7.3
Distributions and Related Functions
........... 220
7.4
Confirmatory Statistics and Hypothesis Testing
..... 225
7.5
Missing and Infinite Values
................. 231
7.5.1
Testing for Missing Values
............. 232
7.5.2
Supplying Data with Missing Values to Functions
232
7.5.3
Missing Values in Graphs
............. 233
7.5.4
Infinite Values
.................... 233
7.6
Exercises
........................... 235
7.7
Solutions
........................... 238
Statistical Modeling
251
8.1
Introductory Examples
................... 251
8.1.1
Regression
...................... 251
8.1.2
Regression Diagnostics
............... 253
8.2
Statistical Models
...................... 255
8.3
Model Syntax
........................ 256
8.4
Regression
.......................... 257
8.4.1
Linear Regression and Modeling Techniques
. . . 258
8.4.2
ANOVA
....................... 261
8.4.3
Logistic Regression
................. 263
8.4.4
Survival Data Analysis
............... 265
8.4.5 Endnote....................... 267
8.5
Exercises
........................... 268
8.6
Solutions
........................... 271
Programming
285
9.1
Lists
............................. 285
9.1.1
Adding and Deleting List Elements
........ 287
9.1.2
Naming List Elements
............... 288
9.1.3
Applying the Same Function to List Elements
. . 290
9.1.4
Unlisting a List
................... 294
9.1.5
Generating a List by Using split
......... 294
9.2
Writing Functions
...................... 294
9.2.1
Documenting Functions
.............. 297
9.2.2
Scope of Variables
.................. 297
9.2.3
Parameters
and Defaults
............. 298
9.2.4
Passing
an Unspecified Number
of Parameters to a Function
............ 300
9.2.5
Testing for Existence of an Argument
....... 301
9.2.6
Returning Warnings and Errors
.......... 301
9.2.7
Using Function Arguments in Graphics Labels
. . 302
9.3
Iteration
........................... 303
9.3.1
The for Loop
.................... 303
9.3.2
The while Loop
................... 304
9.3.3
The repeat Loop
.................. 305
9.3.4
Vectorizing a Loop
................. 305
9.3.5
Large Loops
..................... 307
9.4
Debugging: Searching for Errors
.............. 308
9.4.1
Syntax Errors
.................... 309
9.4.2
Invalid Arguments
................. 310
9.4.3
Execution or Run-Time Errors
........... 310
9.4.4
Logical Errors
.................... 311
9.5
Output Using the cat Function
.............. 314
9.6
The paste Function
..................... 316
9.7
Exercises
........................... 318
9.8
Solutions
........................... 319
10
Object-Oriented Programming
323
10.1
Creating Classes and Objects
............... 325
10.2
Creating Methods
...................... 328
10.3
Debugging
.......................... 333
10.4
Help
............................. 334
10.5
Summary and Overview
.................. 334
10.6
Exercises
........................... 335
10.7
Solutions
........................... 336
11
Input and Output
349
11.1
Reading S-Plus Commands from a File:
The source Function
.................... 349
11.2
Data Import/Export: Easiest Method
........... 350
11.3
Data Import/Export: General Method
.......... 352
11.4
Data Import/Export: Basic Method
............ 353
11.5
Reading Data from the Terminal
............. 354
11.6
Editing Data
......................... 355
11.7
Transferring Data
...................... 356
11.8
Recording a Session
..................... 356
11.9
Exercises
........................... 358
11.10
Solutions
........................... 359
12
Tips and Tricks
363
12.1
Useful Techniques
...................... 363
12.1.1
Housekeeping: Cleaning Up Directories
...... 363
12.1.2
Storing and Restoring Graphical Parameters
. . . 364
12.1.3
Naming of Objects
................. 364
12.1.4
Repeating Commands
............... 365
12.2
Programming Environment and Techniques
....... 366
12.2.1
The Process of Developing a Function
...... 366
12.2.2
Setting up an Editor and Running the Code
in
S-PLUS
...................... 366
12.2.3
Treating Data Frames as Lists
........... 368
12.2.4
Working with Graph Sheets
............ 369
12.2.5
Incorporating and Accessing
С
and Fortran Pro¬
grams
........................ 371
12.2.6
Batch Jobs
...................... 374
12.2.7
Libraries
....................... 376
12.3
Factors
............................ 378
12.3.1
Creating Factors and Ordered Factors
...... 378
12.3.2
Internal Representation of Factors
......... 380
12.3.3
Where Levels Play a Role
............. 381
12.3.4
Where Factors Can Lead Their Own Lives
.... 382
12.3.5
How Factors Come Into Life
............ 384
12.3.6
Adding and Dropping Factor Levels
........ 385
12.4
Including Graphs in Text Processors
........... 386
12.4.1
Generating Graphs for Windows Applications
. . 387
12.4.2
Generating PostScript Graphs
........... 388
12.4.3
PostScript Graphs in MfcX
............ 389
12.4.4
If You Don t Have a PostScript Printer
...... 390
12.4.5
Greek Letters in Graphs
.............. 390
12.5
Exercises
........................... 392
12.6
Solutions
........................... 394
13
S-Plus Internals
401
13.1
How S-Plus Works Under UNIX
............. 401
13.1.1
The Working Chapter
............... 402
13.1.2
Customization on Start-Up and Exit
....... 402
13.2
How S-PLUS Works Under Windows
........... 404
13.2.1
Command Line Options
.............. 404
13.2.2
Start-up and Exit Functions
............ 405
13.2.3
How the Script Window works
........... 406
13.3
Storing Mechanism
..................... 407
13.4
Levels of Calls
........................ 408
13.5
Exercises
........................... 410
13.6
Solutions
........................... 411
14
Information
Sources
on and Around
S-Plus
413
14.1
Insightful
........................... 413
14.2
S-News:
Exchanging Information with Other Users
. . . 414
14.3
The StatLib Server
..................... 414
14.4
What Next?
......................... 415
15
R
417
15.1
Development
......................... 418
15.2
Some Similarities Between
R
and
S
............ 418
15.3
Some Differences Between
R
and
S
............ 418
15.3.1
Language
...................... 419
15.3.2
Libraries
....................... 420
15.3.3
Trellis-Type Graphs
................. 420
15.3.4
Colors and Lines
.................. 421
15.3.5
Data Import and Export Formats
......... 421
15.3.6
Memory Handling
.................. 421
15.3.7
Mathematical Formulae in Graphs
........ 421
15.3.8
Graphical User Interfaces
.............. 421
15.3.9
Start-Up Mechanism
................ 422
15.3.10
Windows Integration
................ 422
15.3.11
Support
....................... 422
15.4
Summary
........................... 423
16
Bibliography
425
16.1
Print Bibliography
..................... 425
16.2
On-Line Bibliography
.................... 427
16.2.1
S-Plus Related Sources
.............. 427
16.2.2
TfiX-Related Sources
................ 429
16.2.3
Other Sources
.................... 429
Index
431
|
| any_adam_object | 1 |
| author | Krause, Andreas Olson, Melvin |
| author_facet | Krause, Andreas Olson, Melvin |
| author_role | aut aut |
| author_sort | Krause, Andreas |
| author_variant | a k ak m o mo |
| building | Verbundindex |
| bvnumber | BV020825055 |
| callnumber-first | Q - Science |
| callnumber-label | QA276 |
| callnumber-raw | QA276.4 |
| callnumber-search | QA276.4 |
| callnumber-sort | QA 3276.4 |
| callnumber-subject | QA - Mathematics |
| classification_rvk | ST 250 |
| ctrlnum | (OCoLC)255175028 (DE-599)BVBBV020825055 |
| dewey-full | 519.5028553 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 519 - Probabilities and applied mathematics |
| dewey-raw | 519.5028553 |
| dewey-search | 519.5028553 |
| dewey-sort | 3519.5028553 |
| dewey-tens | 510 - Mathematics |
| discipline | Informatik Mathematik |
| edition | 4. ed. |
| format | Book |
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| id | DE-604.BV020825055 |
| illustrated | Illustrated |
| indexdate | 2024-07-09T20:20:05Z |
| institution | BVB |
| isbn | 0387261095 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-013830355 |
| oclc_num | 255175028 |
| open_access_boolean | |
| owner | DE-1051 DE-19 DE-BY-UBM DE-573 DE-739 |
| owner_facet | DE-1051 DE-19 DE-BY-UBM DE-573 DE-739 |
| physical | XX, 442 S. graph. Darst. : 24 cm |
| publishDate | 2005 |
| publishDateSearch | 2005 |
| publishDateSort | 2005 |
| publisher | Springer |
| record_format | marc |
| series2 | Statistics and computing |
| spelling | Krause, Andreas Verfasser aut The basics of S-plus Andreas Krause ; Melvin Olson 4. ed. New York, NY u.a. Springer 2005 XX, 442 S. graph. Darst. : 24 cm txt rdacontent n rdamedia nc rdacarrier Statistics and computing S-Plus S-Plus gtt Datenverarbeitung Mathematical statistics Data processing Programming Languages S Programmiersprache (DE-588)4234472-4 gnd rswk-swf S-PLUS (DE-588)4321162-8 gnd rswk-swf S Programmiersprache (DE-588)4234472-4 s DE-604 S-PLUS (DE-588)4321162-8 s Olson, Melvin Verfasser aut Digitalisierung UB Passau application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=013830355&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Krause, Andreas Olson, Melvin The basics of S-plus S-Plus S-Plus gtt Datenverarbeitung Mathematical statistics Data processing Programming Languages S Programmiersprache (DE-588)4234472-4 gnd S-PLUS (DE-588)4321162-8 gnd |
| subject_GND | (DE-588)4234472-4 (DE-588)4321162-8 |
| title | The basics of S-plus |
| title_auth | The basics of S-plus |
| title_exact_search | The basics of S-plus |
| title_full | The basics of S-plus Andreas Krause ; Melvin Olson |
| title_fullStr | The basics of S-plus Andreas Krause ; Melvin Olson |
| title_full_unstemmed | The basics of S-plus Andreas Krause ; Melvin Olson |
| title_short | The basics of S-plus |
| title_sort | the basics of s plus |
| topic | S-Plus S-Plus gtt Datenverarbeitung Mathematical statistics Data processing Programming Languages S Programmiersprache (DE-588)4234472-4 gnd S-PLUS (DE-588)4321162-8 gnd |
| topic_facet | S-Plus Datenverarbeitung Mathematical statistics Data processing Programming Languages S Programmiersprache S-PLUS |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=013830355&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT krauseandreas thebasicsofsplus AT olsonmelvin thebasicsofsplus |