The Essential R Reference
by Gardener, MarkRent Book
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Summary
Author Biography
Dr. Mark Gardener is an ecologist, lecturer, and writer who discovered R while doing data analysis for his doctorate in ecology and evolutionary biology. He conducts courses in R, ecology, and data analysis for a variety of organizations. Mark is also the author of Beginning R: The Statistical Programming Language, a Wrox book published by Wiley.
Table of Contents
| Introduction | p. xv |
| Data | p. 1 |
| Data Types | p. 3 |
| Types of Data | p. 3 |
| Altering Data Types | p. 16 |
| Testing Data Types | p. 18 |
| Creating Data | p. 22 |
| Creating Data from the Keyboard | p. 22 |
| Creating Data from the Clipboard | p. 29 |
| Adding to Existing Data | p. 29 |
| Importing Data | p. 39 |
| Importing Data from Text Files | p. 39 |
| Importing Data from Data Files | p. 46 |
| Saving Data | p. 49 |
| Saving Data as a Text File to Disk | p. 50 |
| Saving Data as a Data File to Disk | p. 59 |
| Viewing Data | p. 61 |
| Listing Data | p. 61 |
| Data Object Properties | p. 74 |
| Selecting and Sampling Data | p. 107 |
| Sorting and Rearranging Data | p. 117 |
| Summarizing Data | p. 121 |
| Summary Statistics | p. 121 |
| Summary Tables | p. 136 |
| Distribution of Data | p. 146 |
| Density Functions | p. 148 |
| Probability Functions | p. 152 |
| Quantile Functions | p. 158 |
| Random Numbers | p. 161 |
| Math and Statistics | p. 167 |
| Mathematical Operations | p. 169 |
| Math | p. 169 |
| Logic | p. 188 |
| Complex Numbers | p. 194 |
| Trigonometry | p. 202 |
| Hyperbolic Functions | p. 206 |
| Matrix Math | p. 206 |
| Summary Statistics | p. 223 |
| Simple Summary Stats | p. 223 |
| Tests of Distribution | p. 235 |
| Differences Tests | p. 240 |
| Parametric Tests | p. 241 |
| Non-parametric | p. 252 |
| Correlations and Associations | p. 267 |
| Correlation | p. 267 |
| Association and Goodness of Fit | p. 275 |
| Analysis of Variance and Linear Modeling | p. 283 |
| ANOVA | p. 284 |
| Linear Modeling | p. 300 |
| Miscellaneous Methods | p. 317 |
| Clustering | p. 318 |
| Ordination | p. 324 |
| Time Series | p. 331 |
| Non-linear Modeling and Optimization | p. 333 |
| Graphics | p. 347 |
| Making Graphs | p. 348 |
| Types of Graphs | p. 349 |
| Saving Graphs | p. 389 |
| Adding to Graphs | p. 398 |
| Adding Data | p. 398 |
| Adding Lines | p. 404 |
| Adding Shapes | p. 416 |
| Adding Text | p. 422 |
| Adding Legends | p. 432 |
| Graphical Parameters | p. 436 |
| Using the par Command | p. 437 |
| Altering Color | p. 439 |
| Altering Axis Parameters | p. 446 |
| Altering Text Parameters | p. 453 |
| Altering Line (and Box) Parameters | p. 456 |
| Altering Plot Margins | p. 459 |
| Altering the Graph Window | p. 462 |
| Utilities | p. 475 |
| Install | p. 476 |
| Installing R | p. 477 |
| Installing Packages | p. 477 |
| Using R | p. 480 |
| Using the Program | p. 480 |
| Additional Packages | p. 486 |
| Programming | p. 490 |
| Managing Functions | p. 491 |
| Saving and Running Scripts | p. 498 |
| Conditional Control | p. 502 |
| Returning Results | p. 507 |
| Error Trapping | p. 525 |
| Constants | p. 527 |
| Index | p. 529 |
| Table of Contents provided by Ingram. All Rights Reserved. |
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