[下载]（S-Plus教程下载）Krause, Olson《The Basics Of S-Plus》 (Springer, 2002)

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书名： The Basics of S-Plus (third edition)
作者：Andreas Krause and Melvin Olson
出版：Springer
大小：4M
格式：DJVU

Preface v
Figures xv
Tables xix
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 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 9
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 Chapters 14
2.4 Detailed Use of the GUI Interface 16
2.5 Object Explorer 16
2.6 Help 18
2.7 Data Export 19
2.8 Working Directory 21
2.9 Data Import 22
2.10 Data Summaries 25
2.11 Graphs 27
2.12 Trellis Graphs 34
2.13 Linear Regression 36
2.14 PowerPoint (Windows Only) 41
2.15 Excel (Windows Only) 41
2.16 Script Window 43
2.17 UNIX/Linux GUI 45
2.18 Summary 54
2.19 Exercises 55
2.20 Solutions 56
3 A First Session 71
3.1 General Information 71
3.1.1 Starting and Quitting 72
3.1.2 The Help System 72
3.1.3 Before Beginning 73
3.2 Simple Structures 74
3.2.1 Arithmetic Operators 74
3.2.2 Assignments 75
3.2.3 The Concatenate Command: §ã 77
3.2.4 The Sequence Command: seq 78
3.2.5 The Replicate Command: rep 79
3.3 Mathematical Operations 80
3.4 Use of Brackets 81
3.5 Logical Values 83
3.6 Review 85
3.7 Exercises 89
3.8 Solutions 90
4 A Second Session 93
4.1 Constructing and Manipulating Data 93
4.1.1 Matrices 94
4.1.2 Arrays 99
4.1.3 Data Frames 102
4.1.4 Lists 104
4.2 Introduction to Functions 106
4.3 Introduction to Missing Values 106
4.4 Merging Data 108
4.5 Putting It All Together 108
4.6 Exercises Ill
4.7 Solutions 113
Graphics 119
5.1 Basic Graphics Commands 119
5.2 Graphics Devices 120
5.2.1 Working with Multiple Graphics Devices 122
5.3 Plotting Data 122
5.3.1 The plot Command 123
5.3.2 Modifying the Data Display 124
5.3.3 Modifying Figure Elements 124
5.4 Adding Elements to Existing Plots 125
5.4.1 Functions to Add Elements to Graphs 127
5.4.2 More About abline 128
5.4.3 More on Adding Axes 129
5.4.4 Adding Text to Graphs 131
5.5 Setting Options 131
5.6 Figure Layouts 133
5.6.1 Layouts Using Trellis Graphs 134
5.6.2 Matrices of Graphs 134
5.6.3 Multiple-Screen Graphs 135
5.6.4 Figures of Specified Size 136
5.7 Exercises 138
5.8 Solutions 139
Trellis Graphics 145
6.1 An Example 146
6.2 Trellis Basics 148
6.2.1 Trellis Syntax 148
6.2.2 Trellis Functions 149
6.2.3 Displaying and Storing Graphs 149
6.3 Output Devices 150
6.4 Customizing Trellis Graphs 152
6.4.1 Setting Options 152
6.4.2 Arranging the Layout of a Trellis Graph 153
6.4.3 Layout 153
6.4.4 Ordering of Graphs 155
6.4.5 Changing Graph Elements 156
6.4.6 Modifying Panel Strips 156
6.4.7 Arranging Several Graphs on a Single Page . . . 157
6.4.8 Updating Existing Trellis Graphs 158
6.4.9 Writing Panel Functions 159
6.5 Further Hints 162
6.5.1 Graphing Individual Profiles 162
6.5.2 Preparing Data to Use for Trellis 163
6.5.3 The subset Option 164
6.5.4 The key Option 164
6.5.5 The subscripts Option in Panel Functions .... 165
6.6 Exercises 166
6.7 Solutions 168
Exploring Data 179
7.1 Descriptive Data Exploration 179
7.2 Graphical Exploration 190
7.2.1 Interactive Dynamic Graphics 205
7.2.2 Old-Style Graphics 205
7.3 Distributions and Related Functions 207
7.4 Confirmatory Statistics and Hypothesis Testing 212
7.5 Missing and Infinite Values 217
7.5.1 Testing for Missing Values 218
7.5.2 Supplying Data with Missing Values to Functions 218
7.5.3 Missing Values in Graphs 219
7.5.4 Infinite Values 220
7.6 Exercises 222
7.7 Solutions 225
Statistical Modeling 237
8.1 Introductory Examples 237
8.1.1 Regression 237
8.1.2 Regression Diagnostics 239
8.2 Statistical Models 241
8.3 Model Syntax 242
8.4 Regression 243
8.4.1 Linear Regression and Modeling Techniques . . . 244
8.4.2 ANOVA 247
8.4.3 Logistic Regression 249
8.4.4 Survival Data Analysis 251
8.4.5 Endnote 253
8.5 Exercises 254
8.6 Solutions 257
Programming 271
9.1 Lists 271
9.1.1 Adding and Deleting List Elements 273
9.1.2 Naming List Elements 274
9.1.3 Applying the Same Function to List Elements . . 276
9.1.4 Unlisting a List 280
9.1.5 Generating a List by Using split 280
9.2 Writing Functions 280
9.2.1 Documenting Functions 283
9.2.2 Scope of Variables 283
9.2.3 Parameters and Defaults 284
9.2.4 Passing an Unspecified Number
of Parameters to a Function 286
9.2.5 Testing for Existence of an Argument 287
9.2.6 Returning Warnings and Errors 288
9.2.7 Using Function Arguments in Graphics Labels . . 288
9.3 Iteration 289
9.3.1 The for Loop 289
9.3.2 The while Loop 290
9.3.3 The repeat Loop 291
9.3.4 Vectorizing a Loop 291
9.3.5 Large Loops 293
9.4 Debugging: Searching for Errors 294
9.4.1 Syntax Errors 295
9.4.2 Invalid Arguments 296
9.4.3 Execution or Run-Time Errors 296
9.4.4 Logical Errors 297
9.5 Output Using the cat Function 300
9.6 The paste Function 301
9.7 Exercises 303
9.8 Solutions 304
10 Object-Oriented Programming 309
10.1 Creating Classes and Objects 311
10.2 Creating Methods 314
10.3 Debugging 319
10.4 Help 320
10.5 Summary and Overview 320
10.6 Exercises 321
10.7 Solutions 322
11 Input and Output 335
11.1 Reading S-Plus Commands from a File:
The source Function 335
11.2 Data Import/Export: Easiest Method 336
11.3 Data Import/Export: General Method 338
11.4 Data Import/Export: Basic Method 339
11.5 Reading Data from the Terminal 340
11.6 Editing Data 341
11.7 Transferring Data 342
11.8 Recording a Session 342
11.9 Exercises 344
11.10 Solutions 345
12 S-Plus Internals 349
12.1 How S-Plus Works Under UNIX 349
12.1.1 The Working Chapter 350
12.1.2 Customization on Start-Up and Exit 350
12.2 How S-Plus Works Under Windows 352
12.2.1 Command Line Options 352
12.2.2 Start-up and Exit Functions 353
12.3 Storing Mechanism 354
12.4 Levels of Calls 355
12.5 Exercises 358
12.6 Solutions 359
13 Tips and Tricks 361
13.1 The Process of Developing a Function 361
13.1.1 Setting up an Editor and Running the Code
in S-Plus 362
13.2 Useful Techniques 363
13.2.1 Housekeeping: Cleaning Up Directories 363
13.2.2 Storing and Restoring Graphical Parameters . . . 364
13.2.3 Naming of Objects 364
13.2.4 Repeating Commands 365
13.3 Factors 365
13.3.1 Creating Factors and Ordered Factors 366
13.3.2 Internal Representation of Factors 368
13.3.3 Where Levels Play a Role 369
13.3.4 Where Factors Can Lead Their Own Lives .... 369
13.3.5 How Factors Come Into Life 371
13.3.6 Adding and Dropping Factor Levels 373
13.4 Treating Data Frames as Lists 374
13.5 Batch Jobs 375
13.6 Incorporating and Accessing §³ and Fortran Programs . . 376
13.6.1 Creating Shared Object Files Under UNIX .... 377
13.6.2 Creating DLLs Under Windows 377
13.6.3 Writing the §³ Code 378
13.6.4 Calling §³ Routines 378
13.7 Libraries 380
13.8 Including Graphs in Text Processors 381
13.8.1 Generating Graphs for Windows Applications . . 381
13.8.2 Generating PostScript Graphs 382
13.8.3 PostScript Graphs in §£§¥§Ö§· 384
13.8.4 If You Don't Have a PostScript Printer 385
13.8.5 Greek Letters in Graphs 385
13.9 Exercises 387
13.10 Solutions 389
14 Information Sources on and Around S-Plus 395
14.1 S-News: Exchanging Information with Other Users . . . 395
14.2 The StatLib Server 396
14.3 What Next? 397
15 R 399
15.1 Development 399
15.2 Some Similarities Between R and S 400
15.3 Some Differences Between R and S 400
15.3.1 Language 400
15.3.2 Libraries 400
15.3.3 Trellis-Type Graphs 401
15.3.4 Colors and Lines 401
15.3.5 Data Import and Export Formats 401
15.3.6 Memory Handling 401
15.3.7 Mathematical Formulae in Graphs 401
15.3.8 Graphical User Interfaces 402
15.3.9 Start-Up Mechanism 402
15.3.10 Windows Integration 402
15.3.11 Support 402
16 Bibliography 403
16.1 Print Bibliography 403
16.2 On-Line Bibliography 405
16.2.1 S-Plus Related Sources 405
16.2.2 TfiX-Related Sources 406
16.2.3 Other Sources 407
Index 409

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关键词：Springer Spring Basics Krause Olson The Springer Basics Krause Olson

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