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What is included with this book?
Preface | p. ix |
Acknowledgments | p. xiii |
Basic Graphics | p. 1 |
Introduction | p. 1 |
Downloading and installation of R | p. 1 |
Start-up of R, and construction and execution of R programs | p. 3 |
Coordinate axes | p. 11 |
Points and straight lines | p. 14 |
Reuse of graphs produced by R | p. 16 |
Text | p. 24 |
Various points and straight lines | p. 27 |
Fonts | p. 34 |
Figures such as circles and rectangles | p. 35 |
Legends and logarithmic plots | p. 41 |
Bar charts | p. 42 |
Pie charts | p. 45 |
Layout of multiple graphs | p. 46 |
Summary | p. 60 |
Exercises | p. 62 |
Graphics for Statistical Analysis | p. 65 |
Introduction | p. 65 |
Stem-and-leaf displays | p. 66 |
Histograms and probability density functions | p. 67 |
Strip chart | p. 73 |
Boxplots | p. 75 |
Multiple-axis layouts | p. 80 |
Display of confidence intervals | p. 91 |
Scatter plot matrices | p. 93 |
Radar charts and parallel charts | p. 95 |
Functions of one variable | p. 97 |
Functions of two variables | p. 100 |
Map graphs | p. 108 |
Histograms of two variables | p. 113 |
Time series graphs of two variables | p. 116 |
Implicit functions | p. 119 |
Probability density functions | p. 121 |
Differential values and values of integrals | p. 124 |
Summary | p. 132 |
Exercises | p. 133 |
Interactive R Programs | p. 139 |
Introduction | p. 139 |
Positioning by mouse on a graphics window | p. 140 |
Inputting values on the console window to draw a graph | p. 143 |
Reading data from a data file | p. 156 |
Moving data on a natural spline | p. 158 |
Understanding simple regression | p. 166 |
Adjusting three-dimensional graphs | p. 175 |
Constructing polynomial regression equations interactively | p. 180 |
Understanding local linear regression | p. 183 |
Summary | p. 188 |
Exercises | p. 190 |
Graphics Obtained Using Packages Based on R | p. 193 |
Introduction | p. 193 |
Package "rimage" | p. 194 |
Package "gplots" | p. .195 |
Package "ggplot2" | p. 200 |
Package "scatterplot3d" | p. 203 |
Package "rgl" | p. 207 |
Package "misc3d" | p. 221 |
Package "aplpack" | p. 232 |
Package "vegan" | p. 234 |
Package "tripack" | p. 236 |
Package "ade4" | p. 238 |
Package "vioplot" | p. 241 |
Package "plotrix" | p. 243 |
Package "rworldmap" | p. 247 |
Exercises | p. 249 |
Appendix | p. 253 |
Digital files | p. 253 |
Free software | p. 254 |
Data | p. 254 |
Index | p. 257 |
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