Practice R: an interactive textbook
Saved in:
| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Berlin ; Boston
De Gruyter
[2023]
|
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | X, 387 Seiten Illustrationen, Diagramme 24 cm x 17 cm |
| ISBN: | 9783110704969 311070496X |
Staff View
MARC
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Record in the Search Index
| _version_ | 1804185203433799680 |
|---|---|
| adam_text | CONTENTS
LIST
OF
FIGURES
----
IX
PARTL:
THE
FIRST
STEPS
1
INTRODUCTION
-----
3
2
FIRST
STEPS
IN
R
-----
10
2.1
INTRODUCING
R
AND
RSTUDIO
------
10
2.2
BASE
R
-----
23
2.3
DATA
TYPES
AND
STRUCTURES
------
30
3
DATA
EXPLORATION
-
43
3.1
CATEGORICAL
VARIABLES
-
44
3.2
CONTINUOUS
VARIABLES
-----
53
3.3
EXPLORE
EFFECTS
-----
60
4
DATA
MANIPULATION
-
69
4.1
THE
FIVE
KEY
FUNCTIONS
OF
DPLYR
----
70
4.2
DATA
MANIPULATION
WITH
DPLYR
-----
80
4.3
WORKFLOW
-----
95
PART
II:
THE
BASICS
5
PREPARE
DATA
-
111
5.1
DATA
IMPORT
AND
EXPORT
-----
112
5.2
MISSING
DATA
-----
136
5.3
CATEGORICAL
VARIABLES
-
147
6
ANALYZE
DATA
-
154
6.1
LINEAR
REGRESSION
ANALYSIS
-
155
6.2
DEVELOP
A
LINEAR
REGRESSION
MODEL
-----
162
6.3
VISUALIZATION
TECHNIQUES
-----
179
7
VISUALIZE
RESEARCH
FINDINGS
-
193
7.1
THE
BASICS
OF
GGPLOT2
-----
195
7.2
THE
APPLIED
GRAMMAR
OF
GRAPHICS
----
215
7.3 EXTENSIONS
OF
GGPLOT2
------236
VIII
-
CONTENTS
8
COMMUNICATE
RESEARCH
FINDINGS
----
248
8.1
THE
BASICS
OF
RMARKDOWN
----
249
8.2
CREATE
A
DOCUMENT
----
255
8.3
CREATE
A
TEMPLATE
-
261
PART
III:
BEYOND
THE
BASICS
9
GITHUB
-----
277
9.1
THE
GIT(HUB)
BASICS
-
278
9.2
INSTALL
GIT
-----
281
9.3
GITHUB
AND
RSTUDIO
------
284
10
AUTOMATE
WORK
-
292
10.1
REPORTS
-
293
10.2
TEXT
-----
306
10.3
EMAILS
-----
313
11
COLLECT
DATA
-
324
11.1
PDF
FILES
-----
325
11.2
WEB
SCRAPING
-
342
11.3
APIS
-----
353
12
NEXT
STEPS
-
363
SESSION
INFO
-
376
BIBLIOGRAPHY
-
378
INDEX
-
384
|
| adam_txt |
CONTENTS
LIST
OF
FIGURES
----
IX
PARTL:
THE
FIRST
STEPS
1
INTRODUCTION
-----
3
2
FIRST
STEPS
IN
R
-----
10
2.1
INTRODUCING
R
AND
RSTUDIO
------
10
2.2
BASE
R
-----
23
2.3
DATA
TYPES
AND
STRUCTURES
------
30
3
DATA
EXPLORATION
-
43
3.1
CATEGORICAL
VARIABLES
-
44
3.2
CONTINUOUS
VARIABLES
-----
53
3.3
EXPLORE
EFFECTS
-----
60
4
DATA
MANIPULATION
-
69
4.1
THE
FIVE
KEY
FUNCTIONS
OF
DPLYR
----
70
4.2
DATA
MANIPULATION
WITH
DPLYR
-----
80
4.3
WORKFLOW
-----
95
PART
II:
THE
BASICS
5
PREPARE
DATA
-
111
5.1
DATA
IMPORT
AND
EXPORT
-----
112
5.2
MISSING
DATA
-----
136
5.3
CATEGORICAL
VARIABLES
-
147
6
ANALYZE
DATA
-
154
6.1
LINEAR
REGRESSION
ANALYSIS
-
155
6.2
DEVELOP
A
LINEAR
REGRESSION
MODEL
-----
162
6.3
VISUALIZATION
TECHNIQUES
-----
179
7
VISUALIZE
RESEARCH
FINDINGS
-
193
7.1
THE
BASICS
OF
GGPLOT2
-----
195
7.2
THE
APPLIED
GRAMMAR
OF
GRAPHICS
----
215
7.3 EXTENSIONS
OF
GGPLOT2
------236
VIII
-
CONTENTS
8
COMMUNICATE
RESEARCH
FINDINGS
----
248
8.1
THE
BASICS
OF
RMARKDOWN
----
249
8.2
CREATE
A
DOCUMENT
----
255
8.3
CREATE
A
TEMPLATE
-
261
PART
III:
BEYOND
THE
BASICS
9
GITHUB
-----
277
9.1
THE
GIT(HUB)
BASICS
-
278
9.2
INSTALL
GIT
-----
281
9.3
GITHUB
AND
RSTUDIO
------
284
10
AUTOMATE
WORK
-
292
10.1
REPORTS
-
293
10.2
TEXT
-----
306
10.3
EMAILS
-----
313
11
COLLECT
DATA
-
324
11.1
PDF
FILES
-----
325
11.2
WEB
SCRAPING
-
342
11.3
APIS
-----
353
12
NEXT
STEPS
-
363
SESSION
INFO
-
376
BIBLIOGRAPHY
-
378
INDEX
-
384 |
| any_adam_object | 1 |
| any_adam_object_boolean | 1 |
| author | Treischl, Edgar J. 1984- |
| author_GND | (DE-588)1198164735 |
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| author_sort | Treischl, Edgar J. 1984- |
| author_variant | e j t ej ejt |
| building | Verbundindex |
| bvnumber | BV048966951 |
| classification_rvk | ST 601 ST 250 |
| ctrlnum | (OCoLC)1378087808 (DE-599)DNB1236431898 |
| dewey-full | 300.727 |
| dewey-hundreds | 300 - Social sciences |
| dewey-ones | 300 - Social sciences |
| dewey-raw | 300.727 |
| dewey-search | 300.727 |
| dewey-sort | 3300.727 |
| dewey-tens | 300 - Social sciences |
| discipline | Informatik Soziologie |
| discipline_str_mv | Informatik Soziologie |
| format | Book |
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| spelling | Treischl, Edgar J. 1984- Verfasser (DE-588)1198164735 aut Practice R an interactive textbook Edgar J. Treischl Berlin ; Boston De Gruyter [2023] X, 387 Seiten Illustrationen, Diagramme 24 cm x 17 cm txt rdacontent n rdamedia nc rdacarrier Sozialwissenschaften (DE-588)4055916-6 gnd rswk-swf R Programm (DE-588)4705956-4 gnd rswk-swf Datenanalyse (DE-588)4123037-1 gnd rswk-swf TB: Textbook Sozialwissenschaften (DE-588)4055916-6 s Datenanalyse (DE-588)4123037-1 s R Programm (DE-588)4705956-4 s DE-604 De Gruyter Oldenbourg (DE-588)1065492103 pbl Erscheint auch als Online-Ausgabe, EPUB 978-3-11-070508-9 (DE-604)BV048930271 Erscheint auch als Online-Ausgabe, PDF 978-3-11-070497-6 (DE-604)BV048930271 DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=034230637&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis 1\p vlb 20210702 DE-101 https://d-nb.info/provenance/plan#vlb |
| spellingShingle | Treischl, Edgar J. 1984- Practice R an interactive textbook Sozialwissenschaften (DE-588)4055916-6 gnd R Programm (DE-588)4705956-4 gnd Datenanalyse (DE-588)4123037-1 gnd |
| subject_GND | (DE-588)4055916-6 (DE-588)4705956-4 (DE-588)4123037-1 |
| title | Practice R an interactive textbook |
| title_auth | Practice R an interactive textbook |
| title_exact_search | Practice R an interactive textbook |
| title_exact_search_txtP | Practice R an interactive textbook |
| title_full | Practice R an interactive textbook Edgar J. Treischl |
| title_fullStr | Practice R an interactive textbook Edgar J. Treischl |
| title_full_unstemmed | Practice R an interactive textbook Edgar J. Treischl |
| title_short | Practice R |
| title_sort | practice r an interactive textbook |
| title_sub | an interactive textbook |
| topic | Sozialwissenschaften (DE-588)4055916-6 gnd R Programm (DE-588)4705956-4 gnd Datenanalyse (DE-588)4123037-1 gnd |
| topic_facet | Sozialwissenschaften R Programm Datenanalyse |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=034230637&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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