Verfügbarkeit: Practice R | Technische Universität München

Practice R: an interactive textbook

Gespeichert in:

Bibliographische Detailangaben
Beteilige Person:	Treischl, Edgar J. 1984- (VerfasserIn)
Format:	Buch
Sprache:	Englisch
Veröffentlicht:	Berlin ; Boston De Gruyter [2023]
Schlagwörter:	Sozialwissenschaften R > Programm Datenanalyse TB: Textbook
Links:	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
Umfang:	X, 387 Seiten Illustrationen, Diagramme 24 cm x 17 cm
ISBN:	9783110704969 311070496X

Internformat

MARC


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Datensatz im Suchindex

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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
any_adam_object	1
author	Treischl, Edgar J. 1984-
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discipline	Informatik Soziologie
format	Book
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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_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
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