<P><FONT size=2>书名： The Basics of S-Plus (third edition)<br>作者：Andreas Krause and Melvin Olson<br>出版：Springer<br>大小：4M<br>格式：DJVU<br><br>Preface v <br>Figures xv <br>Tables xix <br>1 Introduction 1 <br>1.1 The History of S and S-Plus 2 <br>1.2 S-Plus on Different Operating Systems 4 <br>1.3 Notational Conventions 6 <br>2 Graphical User Interface 7 <br>2.1 Introduction 7 <br>2.2 System Overview 8 <br>2.2.1 Using a Mouse 9 <br>2.2.2 Object Explorer 9 <br>2.2.3 Commands Window 9 <br>2.2.4 Toolbars 10 <br>2.2.5 Graph Sheets 10 <br>2.2.6 Script Window 10 <br>2.3 Getting Started with the Interface 11 <br>2.3.1 Importing Data 11 <br>2.3.2 Graphs 11 <br>2.3.3 Data and Statistics 13 <br>2.3.4 Customizing the Toolbars 13 <br>2.3.5 Chapters 14 <br>2.4 Detailed Use of the GUI Interface 16 <br>2.5 Object Explorer 16 <br>2.6 Help 18 <br>2.7 Data Export 19 <br>2.8 Working Directory 21 <br>2.9 Data Import 22 <br>2.10 Data Summaries 25 <br>2.11 Graphs 27 <br>2.12 Trellis Graphs 34 <br>2.13 Linear Regression 36 <br>2.14 PowerPoint (Windows Only) 41 <br>2.15 Excel (Windows Only) 41 <br>2.16 Script Window 43 <br>2.17 UNIX/Linux GUI 45 <br>2.18 Summary 54 <br>2.19 Exercises 55 <br>2.20 Solutions 56 <br>3 A First Session 71 <br>3.1 General Information 71 <br>3.1.1 Starting and Quitting 72 <br>3.1.2 The Help System 72 <br>3.1.3 Before Beginning 73 <br>3.2 Simple Structures 74 <br>3.2.1 Arithmetic Operators 74 <br>3.2.2 Assignments 75 <br>3.2.3 The Concatenate Command: §&atilde; 77 <br>3.2.4 The Sequence Command: seq 78 <br>3.2.5 The Replicate Command: rep 79 <br>3.3 Mathematical Operations 80 <br>3.4 Use of Brackets 81 <br>3.5 Logical Values 83 <br>3.6 Review 85 <br>3.7 Exercises 89 <br>3.8 Solutions 90 <br>4 A Second Session 93 <br>4.1 Constructing and Manipulating Data 93 <br>4.1.1 Matrices 94 <br>4.1.2 Arrays 99 <br>4.1.3 Data Frames 102 <br>4.1.4 Lists 104 <br>4.2 Introduction to Functions 106 <br>4.3 Introduction to Missing Values 106 <br>4.4 Merging Data 108 <br>4.5 Putting It All Together 108 <br>4.6 Exercises Ill <br>4.7 Solutions 113 <br>Graphics 119 <br>5.1 Basic Graphics Commands 119 <br>5.2 Graphics Devices 120 <br>5.2.1 Working with Multiple Graphics Devices 122 <br>5.3 Plotting Data 122 <br>5.3.1 The plot Command 123 <br>5.3.2 Modifying the Data Display 124 <br>5.3.3 Modifying Figure Elements 124 <br>5.4 Adding Elements to Existing Plots 125 <br>5.4.1 Functions to Add Elements to Graphs 127 <br>5.4.2 More About abline 128 <br>5.4.3 More on Adding Axes 129 <br>5.4.4 Adding Text to Graphs 131 <br>5.5 Setting Options 131 <br>5.6 Figure Layouts 133 <br>5.6.1 Layouts Using Trellis Graphs 134 <br>5.6.2 Matrices of Graphs 134 <br>5.6.3 Multiple-Screen Graphs 135 <br>5.6.4 Figures of Specified Size 136 <br>5.7 Exercises 138 <br>5.8 Solutions 139 <br>Trellis Graphics 145 <br>6.1 An Example 146 <br>6.2 Trellis Basics 148 <br>6.2.1 Trellis Syntax 148 <br>6.2.2 Trellis Functions 149 <br>6.2.3 Displaying and Storing Graphs 149 <br>6.3 Output Devices 150 <br>6.4 Customizing Trellis Graphs 152 <br>6.4.1 Setting Options 152 <br>6.4.2 Arranging the Layout of a Trellis Graph 153 <br>6.4.3 Layout 153 <br>6.4.4 Ordering of Graphs 155 <br>6.4.5 Changing Graph Elements 156 <br>6.4.6 Modifying Panel Strips 156 <br>6.4.7 Arranging Several Graphs on a Single Page . . . 157 <br>6.4.8 Updating Existing Trellis Graphs 158 <br>6.4.9 Writing Panel Functions 159 <br>6.5 Further Hints 162 <br>6.5.1 Graphing Individual Profiles 162 <br>6.5.2 Preparing Data to Use for Trellis 163 <br>6.5.3 The subset Option 164 <br>6.5.4 The key Option 164 <br>6.5.5 The subscripts Option in Panel Functions .... 165 <br>6.6 Exercises 166 <br>6.7 Solutions 168 <br>Exploring Data 179 <br>7.1 Descriptive Data Exploration 179 <br>7.2 Graphical Exploration 190 <br>7.2.1 Interactive Dynamic Graphics 205 <br>7.2.2 Old-Style Graphics 205 <br>7.3 Distributions and Related Functions 207 <br>7.4 Confirmatory Statistics and Hypothesis Testing 212 <br>7.5 Missing and Infinite Values 217 <br>7.5.1 Testing for Missing Values 218 <br>7.5.2 Supplying Data with Missing Values to Functions 218 <br>7.5.3 Missing Values in Graphs 219 <br>7.5.4 Infinite Values 220 <br>7.6 Exercises 222 <br>7.7 Solutions 225 <br>Statistical Modeling 237 <br>8.1 Introductory Examples 237 <br>8.1.1 Regression 237 <br>8.1.2 Regression Diagnostics 239 <br>8.2 Statistical Models 241 <br>8.3 Model Syntax 242 <br>8.4 Regression 243 <br>8.4.1 Linear Regression and Modeling Techniques . . . 244 <br>8.4.2 ANOVA 247 <br>8.4.3 Logistic Regression 249 <br>8.4.4 Survival Data Analysis 251 <br>8.4.5 Endnote 253 <br>8.5 Exercises 254 <br>8.6 Solutions 257 <br>Programming 271 <br>9.1 Lists 271 <br>9.1.1 Adding and Deleting List Elements 273 <br>9.1.2 Naming List Elements 274 <br>9.1.3 Applying the Same Function to List Elements . . 276 <br>9.1.4 Unlisting a List 280 <br>9.1.5 Generating a List by Using split 280 <br>9.2 Writing Functions 280 <br>9.2.1 Documenting Functions 283 <br>9.2.2 Scope of Variables 283 <br>9.2.3 Parameters and Defaults 284 <br>9.2.4 Passing an Unspecified Number <br>of Parameters to a Function 286 <br>9.2.5 Testing for Existence of an Argument 287 <br>9.2.6 Returning Warnings and Errors 288 <br>9.2.7 Using Function Arguments in Graphics Labels . . 288 <br>9.3 Iteration 289 <br>9.3.1 The for Loop 289 <br>9.3.2 The while Loop 290 <br>9.3.3 The repeat Loop 291 <br>9.3.4 Vectorizing a Loop 291 <br>9.3.5 Large Loops 293 <br>9.4 Debugging: Searching for Errors 294 <br>9.4.1 Syntax Errors 295 <br>9.4.2 Invalid Arguments 296 <br>9.4.3 Execution or Run-Time Errors 296 <br>9.4.4 Logical Errors 297 <br>9.5 Output Using the cat Function 300 <br>9.6 The paste Function 301 <br>9.7 Exercises 303 <br>9.8 Solutions 304 <br>10 Object-Oriented Programming 309 <br>10.1 Creating Classes and Objects 311 <br>10.2 Creating Methods 314 <br>10.3 Debugging 319 <br>10.4 Help 320 <br>10.5 Summary and Overview 320 <br>10.6 Exercises 321 <br>10.7 Solutions 322 <br>11 Input and Output 335 <br>11.1 Reading S-Plus Commands from a File: <br>The source Function 335 <br>11.2 Data Import/Export: Easiest Method 336 <br>11.3 Data Import/Export: General Method 338 <br>11.4 Data Import/Export: Basic Method 339 <br>11.5 Reading Data from the Terminal 340 <br>11.6 Editing Data 341 <br>11.7 Transferring Data 342 <br>11.8 Recording a Session 342 <br>11.9 Exercises 344 <br>11.10 Solutions 345 <br>12 S-Plus Internals 349 <br>12.1 How S-Plus Works Under UNIX 349 <br>12.1.1 The Working Chapter 350 <br>12.1.2 Customization on Start-Up and Exit 350 <br>12.2 How S-Plus Works Under Windows 352 <br>12.2.1 Command Line Options 352 <br>12.2.2 Start-up and Exit Functions 353 <br>12.3 Storing Mechanism 354 <br>12.4 Levels of Calls 355 <br>12.5 Exercises 358 <br>12.6 Solutions 359 <br>13 Tips and Tricks 361 <br>13.1 The Process of Developing a Function 361 <br>13.1.1 Setting up an Editor and Running the Code <br>in S-Plus 362 <br>13.2 Useful Techniques 363 <br>13.2.1 Housekeeping: Cleaning Up Directories 363 <br>13.2.2 Storing and Restoring Graphical Parameters . . . 364 <br>13.2.3 Naming of Objects 364 <br>13.2.4 Repeating Commands 365 <br>13.3 Factors 365 <br>13.3.1 Creating Factors and Ordered Factors 366 <br>13.3.2 Internal Representation of Factors 368 <br>13.3.3 Where Levels Play a Role 369 <br>13.3.4 Where Factors Can Lead Their Own Lives .... 369 <br>13.3.5 How Factors Come Into Life 371 <br>13.3.6 Adding and Dropping Factor Levels 373 <br>13.4 Treating Data Frames as Lists 374 <br>13.5 Batch Jobs 375 <br>13.6 Incorporating and Accessing §&sup3; and Fortran Programs . . 376 <br>13.6.1 Creating Shared Object Files Under UNIX .... 377 <br>13.6.2 Creating DLLs Under Windows 377 <br>13.6.3 Writing the §&sup3; Code 378 <br>13.6.4 Calling §&sup3; Routines 378 <br>13.7 Libraries 380 <br>13.8 Including Graphs in Text Processors 381 <br>13.8.1 Generating Graphs for Windows Applications . . 381 <br>13.8.2 Generating PostScript Graphs 382 <br>13.8.3 PostScript Graphs in §&pound;§&yen;§&Ouml;§· 384 <br>13.8.4 If You Don't Have a PostScript Printer 385 <br>13.8.5 Greek Letters in Graphs 385 <br>13.9 Exercises 387 <br>13.10 Solutions 389 <br>14 Information Sources on and Around S-Plus 395 <br>14.1 S-News: Exchanging Information with Other Users . . . 395 <br>14.2 The StatLib Server 396 <br>14.3 What Next? 397 <br>15 R 399 <br>15.1 Development 399 <br>15.2 Some Similarities Between R and S 400 <br>15.3 Some Differences Between R and S 400 <br>15.3.1 Language 400 <br>15.3.2 Libraries 400 <br>15.3.3 Trellis-Type Graphs 401 <br>15.3.4 Colors and Lines 401 <br>15.3.5 Data Import and Export Formats 401 <br>15.3.6 Memory Handling 401 <br>15.3.7 Mathematical Formulae in Graphs 401 <br>15.3.8 Graphical User Interfaces 402 <br>15.3.9 Start-Up Mechanism 402 <br>15.3.10 Windows Integration 402 <br>15.3.11 Support 402 <br>16 Bibliography 403 <br>16.1 Print Bibliography 403 <br>16.2 On-Line Bibliography 405 <br>16.2.1 S-Plus Related Sources 405 <br>16.2.2 TfiX-Related Sources 406 <br>16.2.3 Other Sources 407 <br>Index 409</FONT></P>
<P></P>
<P>阅读器<br></P><br>

[此贴子已经被作者于2007-1-9 17:46:48编辑过]