The basics of S and S-plus:
Saved in:
| New Title: | Krause, Andreas The basics of S-plus |
|---|---|
| Main Authors: | , |
| Format: | Book |
| Language: | English |
| Published: |
New York [u.a.]
Springer
2000
|
| Edition: | 2. ed. |
| Series: | Statistics and computing
|
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | XXII, 382 S. graph. Darst. : 24 cm |
| ISBN: | 0387989617 |
Staff View
MARC
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| 245 | 1 | 0 | |a The basics of S and S-plus |c Andreas Krause ; Melvin Olson |
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Record in the Search Index
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|---|---|
| adam_text | Contents
Preface to the Second Edition v
Preface to the First Edition vii
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 3
1.3 Notational Conventions 5
2 Windows User Interface 7
2.1 Introduction 7
2.2 System Overview 8
2.2.1 Using a Mouse 9
2.2.2 Object Explorer 9
2.2.3 Commands Window 10
2.2.4 Toolbars 10
2.2.5 Graph Sheets 10
2.2.6 Script Window 10
2.3 Getting Started with the Interface 11
2.3.1 Importing Data 11
2.3.2 Graphs 11
2.3.3 Data and Statistics 13
2.3.4 Customizing the Toolbars 13
2.3.5 Workspaces 14
x Contents
2.4 Detailed Use of the Windows Interface 16
2.5 Object Explorer 16
2.6 Help 20
2.7 Data Export 21
2.8 Working Directory 22
2.9 Data Import 24
2.10 Data Summaries 26
2.11 Graphs 28
2.12 Trellis Graphs 36
2.13 Linear Regression 39
2.14 Powerpoint 44
2.15 Excel 44
2.16 Script Window 45
2.17 Summary 48
2.18 Exercises 49
2.19 Solutions 50
3 A First Session 65
3.1 General Information 65
3.1.1 Starting and Quitting 66
3.1.2 The Help System 66
3.1.3 Before Beginning 67
3.2 Simple Structures 68
3.2.1 Arithmetic Operators 68
3.2.2 Assignments 69
3.2.3 The Concatenate Command: c 71
3.2.4 The Sequence Command: seq 72
3.2.5 The Replicate Command: rep 73
3.3 Mathematical Operations 74
3.4 Use of Brackets 76
3.5 Logical Values 77
3.6 Review 80
3.7 Exercises 83
3.8 Solutions 84
4 A Second Session 87
4.1 Constructing and Manipulating Data 87
4.1.1 Matrices 88
4.1.2 Arrays 93
4.1.3 Data Frames 96
4.1.4 Lists 98
4.2 Introduction to Functions 100
4.3 Introduction to Missing Values 100
4.4 Merging Data 102
4.5 Putting It All Together 102
Contents xi
4.6 Exercises 105
4.7 Solutions 107
5 Graphics 113
5.1 Basic Graphics Commands 113
5.2 Graphics Devices 114
5.2.1 Working with Multiple Graphics Devices 116
5.3 Plotting Data 116
5.3.1 The plot Command 116
5.3.2 Modifying the Data Display 117
5.3.3 Modifying Figure Elements 119
5.4 Adding Elements to Existing Plots 119
5.4.1 Functions to Add Elements to Graphs 119
5.4.2 More About abline 122
5.4.3 More on Adding Axes 123
5.4.4 Adding Text to Graphs 124
5.5 Setting Options 125
5.6 Figure Layouts 127
5.6.1 Layouts Using Trellis Graphs 128
5.6.2 Matrices of Graphs 128
5.6.3 Multiple Screens Graphs 129
5.6.4 Figures of Specified Size 130
5.7 Exercises 132
5.8 Solutions 133
6 Trellis Graphics 139
6.1 An Example 140
6.2 Trellis Basics 142
6.2.1 Trellis Syntax 142
6.2.2 Trellis Functions 142
6.2.3 Displaying and Storing Graphs 143
6.3 Output Devices 144
6.4 Customizing Trellis Graphs 146
6.4.1 Setting Options 146
6.4.2 Arranging the Layout of a Trellis Graph 147
6.4.3 Layout 147
6.4.4 Ordering of Graphs 148
6.4.5 Changing Graph Elements 149
6.4.6 Modifying Panel Strips 150
6.4.7 Arranging Several Graphs on a Single Page . . . 151
6.4.8 Updating Existing Trellis Graphs 153
6.4.9 Writing Panel Functions 153
6.5 Further Hints 156
6.5.1 Preparing Data to Use for Trellis 156
6.5.2 The subset Option 157
xii Contents
6.5.3 The key Option 157
6.5.4 The subscripts Option in Panel Functions .... 158
6.6 Exercises 159
6.7 Solutions 161
7 Exploring Data 169
7.1 Descriptive Data Exploration 169
7.2 Graphical Exploration 181
7.3 Distributions and Related Functions 196
7.4 Confirmatory Statistics and Hypothesis Testing 202
7.5 Missing and Infinite Values 206
7.5.1 Testing for Missing Values 207
7.5.2 Supplying Data with Missing Values to Functions 207
7.5.3 Missing Values in Graphs 208
7.5.4 Infinite Values 208
7.6 Exercises 210
7.7 Solutions 213
8 Statistical Modeling 223
8.1 Introductory Examples 223
8.1.1 Regression 223
8.1.2 Regression Diagnostics 225
8.2 Statistical Models 227
8.3 Model Syntax 228
8.4 Regression 229
8.4.1 Linear Regression and Modeling Techniques . . . 230
8.4.2 ANOVA 233
8.4.3 Logistic Regression 235
8.4.4 Survival Data Analysis 237
8.4.5 Endnote 239
8.5 Exercises 240
8.6 Solutions 243
9 Programming 257
9.1 Lists 257
9.1.1 Adding and Deleting List Elements 258
9.1.2 Naming List Elements 260
9.1.3 Applying the Same Function to List Elements . . 262
9.1.4 Unlisting a List 265
9.1.5 Generating a List by Using split 265
9.2 Writing Functions 266
9.2.1 Documenting Functions 268
9.2.2 Scope of Variables 269
9.2.3 Parameters and Defaults 270
Contents xiii
9.2.4 Passing an Unspecified Number
of Parameters to a Function 272
9.2.5 Testing for Existence of an Argument 273
9.2.6 Returning Warnings and Errors 273
9.2.7 Using Function Arguments in Graphics Labels . . 273
9.3 Iteration 274
9.3.1 The for Loop 275
9.3.2 The while Loop 276
9.3.3 The repeat Loop 276
9.3.4 Vectorizing a Loop 277
9.3.5 Large Loops 278
9.4 Debugging: Searching for Errors 280
9.4.1 Syntax Errors 280
9.4.2 Invalid Arguments 281
9.4.3 Execution or Run Time Errors 282
9.4.4 Logical Errors 282
9.5 Output Using the cat Function 285
9.6 The paste Function 286
9.7 Exercises 288
9.8 Solutions 289
10 Object Oriented Programming 293
10.1 Creating Classes and Objects 295
10.2 Creating Methods 298
10.3 Debugging 303
10.4 Help 304
10.5 Summary and Overview 304
10.6 Exercises 305
10.7 Solutions 306
11 Input and Output 319
11.1 Reading S Plus Commands from File 319
11.2 Data Import/Export: Easiest Method 320
11.2.1 UNIX Implementation 320
11.2.2 Windows Implementation 321
11.3 Data Import/Export: General Method 322
11.4 Data Import/Export: Never Fail Method 324
11.5 Reading Data from the Terminal 325
11.6 Editing Data 325
11.7 Transferring Data 326
11.8 Recording a Session 327
11.9 Exercises 328
11.10 Solutions 329
xiv Contents
12 S Plus Internals 333
12.1 How S Plus Works Under UNIX 333
12.1.1 The Working Chapter 334
12.1.2 Customization on Start Up and Exit 334
12.2 How S Plus Works Under Windows 335
12.2.1 Command Line Options 336
12.2.2 Start up and Exit Functions 336
12.3 Storing Mechanism 337
12.4 Levels of Calls 338
12.5 Exercises 341
12.6 Solutions 342
13 Tips and Tricks 345
13.1 The Process of Developing a Function 345
13.1.1 Setting up an Editor and Running the Code in S
Plus 346
13.2 Useful Techniques 347
13.2.1 Housekeeping: Cleaning Up Directories 347
13.2.2 Storing and Restoring Graphical Parameters . . . 347
13.2.3 Naming of Variables and Functions 348
13.2.4 Repeating Commands 348
13.3 Greek Letters in Graphs 349
13.4 Batch Jobs 350
13.5 Incorporating and Accessing C and Fortran Programs . . 351
13.5.1 Creating Shared Object Files Under UNIX .... 352
13.5.2 Creating DLLs Under Windows 352
13.5.3 Calling C Routines 353
13.6 Libraries 355
13.7 Including Graphs in Text Processors 356
13.7.1 Generating Graphs on the Windows Clipboard . 356
13.7.2 Generating PostScript Graphs 357
13.7.3 PostScript Graphs in Windows Applications . . . 358
13.7.4 PostScript Graphs in TgX 358
13.7.5 If You Don t Have a PostScript Printer 361
13.8 Exercises 362
13.9 Solutions 363
14 Information Sources on and Around S Plus 365
14.1 S News: Exchanging Information with Other Users . . . 365
14.2 The StatLib Server 366
14.3 R: A Public Domain Software 367
14.4 What Next? 367
15 Bibliography 369
15.1 Print Bibliography 369
Contents xv
15.2 On Line Bibliography 371
15.2.1 S Plus Related Sources 371
15.2.2 iftX Related Sources 372
15.2.3 Other Sources 372
Index 373
|
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| dewey-ones | 519 - Probabilities and applied mathematics |
| dewey-raw | 519.5/0285/53 |
| dewey-search | 519.5/0285/53 |
| dewey-sort | 3519.5 3285 253 |
| dewey-tens | 510 - Mathematics |
| discipline | Informatik Mathematik |
| edition | 2. ed. |
| format | Book |
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| illustrated | Illustrated |
| indexdate | 2024-07-09T18:42:38Z |
| institution | BVB |
| isbn | 0387989617 |
| language | English |
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| physical | XXII, 382 S. graph. Darst. : 24 cm |
| publishDate | 2000 |
| publishDateSearch | 2000 |
| publishDateSort | 2000 |
| publisher | Springer |
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| series2 | Statistics and computing |
| spelling | Krause, Andreas Verfasser aut The basics of S and S-plus Andreas Krause ; Melvin Olson 2. ed. New York [u.a.] Springer 2000 XXII, 382 S. graph. Darst. : 24 cm txt rdacontent n rdamedia nc rdacarrier Statistics and computing S-Plus S (langage de programmation) ram Software gtt Statistiek gtt Statistique mathématique - Informatique ram Datenverarbeitung Statistik Mathematical statistics Data processing S-PLUS (DE-588)4321162-8 gnd rswk-swf S Programmiersprache (DE-588)4234472-4 gnd rswk-swf S Programmiersprache (DE-588)4234472-4 s DE-604 S-PLUS (DE-588)4321162-8 s Olson, Melvin Verfasser aut 3. Aufl. u.d.T. Krause, Andreas The basics of S-plus HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009037341&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Krause, Andreas Olson, Melvin The basics of S and S-plus S-Plus S (langage de programmation) ram Software gtt Statistiek gtt Statistique mathématique - Informatique ram Datenverarbeitung Statistik Mathematical statistics Data processing S-PLUS (DE-588)4321162-8 gnd S Programmiersprache (DE-588)4234472-4 gnd |
| subject_GND | (DE-588)4321162-8 (DE-588)4234472-4 |
| title | The basics of S and S-plus |
| title_auth | The basics of S and S-plus |
| title_exact_search | The basics of S and S-plus |
| title_full | The basics of S and S-plus Andreas Krause ; Melvin Olson |
| title_fullStr | The basics of S and S-plus Andreas Krause ; Melvin Olson |
| title_full_unstemmed | The basics of S and S-plus Andreas Krause ; Melvin Olson |
| title_new | Krause, Andreas The basics of S-plus |
| title_short | The basics of S and S-plus |
| title_sort | the basics of s and s plus |
| topic | S-Plus S (langage de programmation) ram Software gtt Statistiek gtt Statistique mathématique - Informatique ram Datenverarbeitung Statistik Mathematical statistics Data processing S-PLUS (DE-588)4321162-8 gnd S Programmiersprache (DE-588)4234472-4 gnd |
| topic_facet | S-Plus S (langage de programmation) Software Statistiek Statistique mathématique - Informatique Datenverarbeitung Statistik Mathematical statistics Data processing S-PLUS S Programmiersprache |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009037341&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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