R graphics:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Boca Raton [u.a.]
CRC Press
2011
|
| Ausgabe: | 2. ed. |
| Schriftenreihe: | The R series
A Chapman & Hall book |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | XXVII, 518 S. Ill., graph. Darst., Kt. |
| ISBN: | 9781439831762 |
Internformat
MARC
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| 100 | 1 | |a Murrell, Paul |e Verfasser |4 aut | |
| 245 | 1 | 0 | |a R graphics |c Paul Murrell |
| 250 | |a 2. ed. | ||
| 264 | 1 | |a Boca Raton [u.a.] |b CRC Press |c 2011 | |
| 300 | |a XXVII, 518 S. |b Ill., graph. Darst., Kt. | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
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Datensatz im Suchindex
| _version_ | 1804145679767961600 |
|---|---|
| adam_text | Contents
List of Figures
xiii
List of Tables
xix
Preface
xxi
1
An Introduction to
R
Graphics
1
1.1
R
graphics examples
....................... 3
1.1.1
Standard plots
...................... 3
1.1.2
Trellis plots
........................ 4
1.1.3
The Grammar of Graphics
................ 5
1.1.4
Specialized plots
..................... 5
1.1.5
General graphical scenes
................. 6
1.2
The organization of
R
graphics
................. 18
1.2.1
Types of graphics functions
............... 20
1.2.2
Traditional graphics versus grid graphics
....... 21
1 TRADITIONAL GRAPHICS
23
2
Simple Usage of Traditional Graphics
25
2.1
The traditional graphics model
................. 26
2.2
The plot
()
function
....................... 26
2.3
Plots of a single variable
..................... 30
2.4
Plots of two variables
....................... 34
2.5
Plots of many variables
..................... 35
2.6
Arguments to graphics functions
................ 38
2.6.1
Standard arguments to graphics functions
....... 41
2.7
Specialized plots
......................... 42
2.8
Interactive graphics
........................ 44
3
Customizing Traditional Graphics
47
3.1
The traditional graphics model in more detail
......... 48
3.1.1
Plotting regions
...................... 48
3.1.2
The traditional graphics state
.............. 51
3.2
Controlling the appearance of plots
............... 57
3.2.1
Colors
........................... 58
3.2.2
Lines
............................ 59
3.2.3
Text
............................ 60
3.2.4
Data symbols
....................... 64
3.2.5
Axes
............................ 65
3.2.6
Plotting regions
...................... 69
3.2.7
Clipping
.......................... 71
3.2.8
Moving to a new plot
.................. 72
3.3
Arranging multiple plots
..................... 72
3.3.1
Using the traditional graphics state
........... 72
3.3.2
Layouts
.......................... 73
3.3.3
The split-screen approach
................ 76
3.4
Annotating plots
......................... 78
3.4.1
Annotating the plot region
............... 78
3.4.2
Annotating the margins
................. 86
3.4.3
Legends
.......................... 89
3.4.4
Axes
............................ 90
3.4.5
Coordinate systems
.................... 94
3.4.6
Special cases
....................... 102
3.5
Creating new plots
........................ 107
3.5.1
A simple plot from scratch
................ 108
3.5.2
A more complex plot from scratch
........... 108
3.5.3
Writing traditional graphics functions
.........
Ill
II GRID GRAPHICS
117
4
Trellis Graphics: The lattice Package
119
4.1
The lattice graphics model
...................120
4.1.1
Why another graphics system?
.............123
4.2
lattice plot types
.........................123
4.3
The formula argument and multipanel conditioning
.....126
4.4
The group argument and legends
................129
4.5
The layout argument and arranging plots
...........129
4.6
The scales argument and labeling axes
............132
4.7
The panel argument and annotating plots
...........135
4.7.1
Adding output to a lattice plot
.............137
4.8
par .settings and graphical parameters
............139
4.9
Extending lattice plots
.....................142
4.9.1
The latticeExtra package
...............142
5
The Grammar of Graphics: The ggplot2 Package
145
5.1
Quick plots
............................146
5.2
The ggplot2 graphics model
..................148
5.2.1
Why another graphics system?
.............149
5.2.2
An example data set
...................149
5.3
Data
................................ 150
5.4
Geoms and aesthetics
...................... 150
5.5
Scales
............................... 154
5.6
Statistical transformations
.................... 155
5.7
The group aesthetic
....................... 159
5.8
Position adjustments
....................... 161
5.9
Coordinate transformations
................... 163
5.10
Facets
............................... 164
5.11
Themes
.............................. 166
5.12
Annotating
............................ 169
5.13
Extending ggplot2
........................ 170
The grid Graphics Model
173
6.1
A brief overview of grid graphics
................ 174
6.1.1
A simple example
..................... 175
6.2
Graphical primitives
....................... 178
6.2.1
Standard arguments
................... 184
6.2.2
Clipping
.......................... 185
6.3
Coordinate systems
........................ 185
6.3.1
Conversion functions
................... 188
6.3.2
Complex units
...................... 189
6.4
Controlling the appearance of output
.............. 192
6.4.1
Specifying graphical parameter settings
........ 195
6.4.2
Vectorized graphical parameter settings
........ 196
6.5
Viewports
............................. 199
6.5.1
Pushing, popping, and navigating between viewports
. 200
6.5.2
Clipping to viewports
.................. 205
6.5.3
Viewport lists, stacks, and trees
............. 206
6.5.4
Viewports as arguments to graphical primitives
.... 210
6.5.5
Graphical parameter settings in viewports
....... 211
6.5.6
Layouts
.......................... 212
6.6
Missing values and non-finite values
.............. 216
6.7
Interactive graphics
........................ 217
6.8
Customizing lattice plots
.................... 219
6.8.1
Adding grid output to lattice output
......... 219
6.8.2
Adding lattice output to grid output
......... 220
6.9
Customizing ggplot2 output
.................. 222
6.9.1
Adding grid output to ggplot2 output
........ 222
6.9.2
Adding ggplot2 output to grid output
........ 223
The grid Graphics Object Model
227
7.1
Working with graphical output
................. 328
7.1.1
Standard functions and arguments
........... 229
7.2 Grob
lists, trees, and paths
................... 232
7.2.1
Graphical parameter settings in gTrees
......... 233
7.2.2
Viewports as components of gTrees
...........234
7.2.3
Searching for grobs
....................235
7.3
Working with graphical objects off-screen
...........236
7.3.1
Capturing output
.....................238
7.4
Placing and packing grobs in frames
..............239
7.4.1
Placing and packing off-screen
..............242
7.5
Other details about grobs
....................242
7.5.1
Calculating the sizes of grobs
..............242
7.5.2
Calculating the positions of grobs
............245
7.5.3
Editing graphical context
................247
7.6
Saving and loading grid graphics
................249
7.7
Working with lattice grobs
...................250
7.8
Working with ggplot2 grobs
..................251
Developing New Graphics Functions and Objects
255
8.1
An example
............................256
8.1.1
Modularity
........................257
8.2
Simple graphics functions
....................257
8.2.1
Embedding graphical output
..............259
8.2.2
Facilitating annotation
..................261
8.2.3
Editing output
......................263
8.2.4
Absolute versus relative sizes
..............264
8.3
Graphical objects
.........................265
8.3.1
Overview of creating a new graphical class
.......265
8.3.2
Defining a new graphical class
..............266
8.3.3
Validating grobs
.....................268
8.3.4
Drawing grobs
......................270
8.3.5
Editing grobs
.......................275
8.3.6
Querying grobs
......................279
8.3.7
Pre-drawing and post-drawing
..............280
8.3.8
Summary of graphical object methods
.........282
8.3.9
Completing the example
.................283
8.3.10
Reusing graphical elements
...............284
8.3.11
Other details
.......................285
8.4
Debugging grid
..........................296
III THE GRAPHICS ENGINE
303
9
Graphics Formats
305
9.1
Graphics devices
.........................306
9.2
Graphical output formats
....................307
9.2.1
Vector formats
......................307
9.2.2
Raster formats
......................312
9.3
Including
R
graphics in other documents
............314
9.3.1
ШЁХ
........................... 315
9.3.2
Productivity software
................. 315
9.3.3
Web pages
......................... 315
9.4
Device-specific features
...................... 316
9.5
Multiple pages of output
..................... 317
9.6
Display lists
............................ 317
9.7
Extension packages
........................ 318
10
Graphical Parameters
321
10.1
Colors
............................... 321
10.1.1 Semitransparent
colors
.................. 323
10.1.2
Converting colors
..................... 324
10.1.3
Color sets
......................... 324
10.1.4
Device Dependency of Color Specifications
....... 326
10.2
Line styles
............................. 327
10.2.1
Line widths
........................ 327
10.2.2
Line types
......................... 327
10.2.3
Line ends and joins
.................... 327
10.3
Data symbols
........................... 330
10.4
Fonts
................................ 331
10.4.1
Font family
........................ 331
10.4.2
Font face
......................... 331
10.4.3
Multi-line text
...................... 333
10.4.4
Locales
.......................... 333
10.5
Mathematical formulae
...................... 333
IV GRAPHICS PACKAGES
337
11
Graphics Extensions
339
11.1
Tricks with text
.......................... 339
11.1.1
Drawing formatted text on a plot
............ 340
11.1.2
Avoiding text overlaps
.................. 341
11.2
Peculiar primitives
........................ 347
11.2.1
Confidence bars
...................... 350
11.3
Calculations on colors
...................... 351
11.3.1
The colorspace package
................. 351
11.3.2
The RColorBrewer package
.............. 352
11.3.3
The munsell package
.................. 353
11.3.4
The dichromat package
................. 354
11.4
Custom coordinates
....................... 354
11.4.1
Converting between traditional coordinate systems
, . 354
11.4.2
Subplots
.......................... 355
11.5
Atypical axes
........................... 357
12
Plot Extensions
361
12.1
Venn diagrams
.......................... 362
12.2
Chernoff faces
........................... 363
12.3
Ternary plots
........................... 365
12.3.1
Soil texture diagrams
................... 368
12.4
Polar plots
............................. 368
12.4.1
Wind roses
........................ 375
12.5
Hexagonal binning
........................ 378
13
Graphics for Categorical Data
381
13.1
The vcd package
.........................381
13.2
XMM-Newton
...........................382
13.3
Plots of categorical data
.....................383
13.4
Categorical data on the y-axis
..................383
13.5
Visualizing contingency tables
..................385
13.6
Categorical plot matrices
.....................388
13.7
Multipanel categorical plots
...................392
13.8
Customizing categorical plots
..................393
13.9
The vcdExtra package
.....................395
14
Maps
397
14.1
Map data
............................. 399
14.1.1
The maps package
.................... 399
14.1.2
Shapefiles
......................... 400
14.2
Map annotation
.......................... 401
14.3
Complex polygons
........................ 405
14.4
Map projections
.......................... 406
14.5
Raster maps
............................ 409
14.6
Other packages
.......................... 411
15
Node-and-edge Graphs
413
15.1
Creating graphs
.......................... 414
15.1.1
The graph package
................... 414
15.2
Graph layout and rendering
................... 417
15.2.1
The Rgraphviz package
................. 417
15.2.2
Graph attributes
..................... 418
15.2.3
Customization
...................... 420
15.2.4
Output formats
...................... 420
15.2.5
Hypergraphs
....................... 422
15.3
Other packages
.......................... 423
15.3.1
The igraph package
................... 424
15.3.2
The network package
.................. 425
15.4
Diagrams
............................. 426
15.4.1
The diagram, and shape packages
........... 428
16 3D
Graphics
431
16.1 3D
graphics concepts
....................... 431
16.2
The Canterbury earthquake
................... 435
16.3
Traditional graphics
....................... 435
16.4
lattice graphics
.......................... 439
16.5
The scatterplotSd package
................... 440
16.6
The rgl package
......................... 443
16.7
The vrmlgen package
...................... 448
17
Dynamic and Interactive Graphics
453
17.1
Dynamic graphics
......................... 453
17.1.1
The animation package
................. 454
17.2
Interactive graphics
........................ 456
17.2.1
Tools and techniques
................... 459
17.2.2
The rggobi package
................... 461
17.2.3
The iplots package
.................... 463
17.3
Graphics GUIs
.......................... 467
17.3.1
GUIs for
R
........................ 467
17.3.2
GUI toolkits
........................ 470
17.4
Interactive graphics for the web
................. 475
18
Importing Graphics
479
18.1
The Moon and the tides
..................... 480
18.2
Importing raster graphics
.................... 481
18.2.1
Manipulating raster images
............... 483
18.3
Importing vector graphics
.................... 484
18.3.1
The grlmport package
................. 484
18.3.2
Manipulating vector images
............... 486
19
Combining Graphics Systems
489
19.1
The gridBase package
......................489
19.1.1
Annotating traditional graphics using grid
......490
19.1.2
Traditional graphics in grid viewports
.........491
19.1.3
Problems and limitations
................493
Bibliography
497
Index
507
|
| any_adam_object | 1 |
| author | Murrell, Paul |
| author_facet | Murrell, Paul |
| author_role | aut |
| author_sort | Murrell, Paul |
| author_variant | p m pm |
| building | Verbundindex |
| bvnumber | BV037390756 |
| classification_rvk | MR 2200 QH 231 ST 250 ST 600 ST 601 |
| classification_tum | DAT 754f DAT 307f |
| ctrlnum | (OCoLC)723495124 (DE-599)BVBBV037390756 |
| dewey-full | 006.6 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 006 - Special computer methods |
| dewey-raw | 006.6 |
| dewey-search | 006.6 |
| dewey-sort | 16.6 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik Soziologie Wirtschaftswissenschaften |
| edition | 2. ed. |
| format | Book |
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| id | DE-604.BV037390756 |
| illustrated | Illustrated |
| indexdate | 2024-07-09T23:23:17Z |
| institution | BVB |
| isbn | 9781439831762 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-022543647 |
| oclc_num | 723495124 |
| open_access_boolean | |
| owner | DE-M49 DE-BY-TUM DE-19 DE-BY-UBM DE-739 DE-91G DE-BY-TUM DE-473 DE-BY-UBG DE-83 DE-945 DE-355 DE-BY-UBR DE-20 DE-188 DE-29 |
| owner_facet | DE-M49 DE-BY-TUM DE-19 DE-BY-UBM DE-739 DE-91G DE-BY-TUM DE-473 DE-BY-UBG DE-83 DE-945 DE-355 DE-BY-UBR DE-20 DE-188 DE-29 |
| physical | XXVII, 518 S. Ill., graph. Darst., Kt. |
| publishDate | 2011 |
| publishDateSearch | 2011 |
| publishDateSort | 2011 |
| publisher | CRC Press |
| record_format | marc |
| series2 | The R series A Chapman & Hall book |
| spelling | Murrell, Paul Verfasser aut R graphics Paul Murrell 2. ed. Boca Raton [u.a.] CRC Press 2011 XXVII, 518 S. Ill., graph. Darst., Kt. txt rdacontent n rdamedia nc rdacarrier The R series A Chapman & Hall book Visualisierung (DE-588)4188417-6 gnd rswk-swf Bildliche Darstellung (DE-588)4145419-4 gnd rswk-swf Statistik (DE-588)4056995-0 gnd rswk-swf R Programm (DE-588)4705956-4 gnd rswk-swf R Programm (DE-588)4705956-4 s Visualisierung (DE-588)4188417-6 s Bildliche Darstellung (DE-588)4145419-4 s DE-604 Statistik (DE-588)4056995-0 s 1\p DE-604 Digitalisierung UB Passau application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=022543647&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Murrell, Paul R graphics Visualisierung (DE-588)4188417-6 gnd Bildliche Darstellung (DE-588)4145419-4 gnd Statistik (DE-588)4056995-0 gnd R Programm (DE-588)4705956-4 gnd |
| subject_GND | (DE-588)4188417-6 (DE-588)4145419-4 (DE-588)4056995-0 (DE-588)4705956-4 |
| title | R graphics |
| title_auth | R graphics |
| title_exact_search | R graphics |
| title_full | R graphics Paul Murrell |
| title_fullStr | R graphics Paul Murrell |
| title_full_unstemmed | R graphics Paul Murrell |
| title_short | R graphics |
| title_sort | r graphics |
| topic | Visualisierung (DE-588)4188417-6 gnd Bildliche Darstellung (DE-588)4145419-4 gnd Statistik (DE-588)4056995-0 gnd R Programm (DE-588)4705956-4 gnd |
| topic_facet | Visualisierung Bildliche Darstellung Statistik R Programm |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=022543647&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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