LEADER 03591nam  22005655  450 
001 9910484940203321
005 20251208131939.0
010   $a3-662-62518-0
024 7 $a10.1007/978-3-662-62518-7
035   $a(CKB)4100000011679131
035   $a(MiAaPQ)EBC6455912
035   $a(DE-He213)978-3-662-62518-7
035   $a(PPN)252512251
035   $a(MiAaPQ)EBC29077939
035   $a(EXLCZ)994100000011679131
100   $a20201221d2021      u|         0
101 0 $aeng
135   $aurnn#008mamaa
181   $ctxt$2rdacontent
182   $cc$2rdamedia
183   $acr$2rdacarrier
200 10$aData Analysis with RStudio $eAn Easygoing Introduction /$fby Franz Kronthaler, Silke Zöllner
205   $a1st ed. 2021.
210  1$aBerlin, Heidelberg :$cSpringer Berlin Heidelberg :$cImprint: Springer Spektrum,$d2021.
215   $a1 online resource (XI, 125 p. 171 illus., 155 illus. in color. Textbook for German language market.)
311 08$a3-662-62517-2 
327   $aComment -- 1 R and RStudio -- 2 Data analysis basics with RStudio -- 3 Data tourism (simulated) -- 4 Describing data with RStudio -- 5 Testing normal distribution with RStudio -- 6 Testing hypotheses with RStudio,- 7 Linear regression with RStudio -- 8 Further reading -- 9 Appendix: 1 Questionnaire, 2 Data "tourism.xlsx" including legend, 3 How to deal with missing data, 4 Solutions for the task.
330   $aThe objective of this text is to introduce RStudio to practitioners and students and enable them to use R in their everyday work. It is not a statistical textbook, the purpose is to transmit the joy of analyzing data with RStudio. Practitioners and students learn how RStudio can be installed and used, they learn to import data, write scripts and save working results. Furthermore, they learn to employ descriptive statistics and create graphics with RStudio. Additionally, it is shown how RStudio can be used to test hypotheses, run an analysis of variance and regressions. To deepen the learned content, tasks are included with the solutions provided at the end of the textbook. This textbook has been recommended and developed for university courses in Germany, Austria and Switzerland. The Authors Franz Kronthaler is Professor of Statistics and Economics at the University of Applied Sciences of the Grisons in Switzerland. He teaches statistics at the bachelor and master level for more than ten years and authored the German textbook ?Statistik angewandt mit Excel ? Datenanalyse ist keine Kunst?. Silke Zöllner is a Research Associate at the Institute of Business and Regional Economics at Lucerne University of Applied Sciences and Arts. She is a doctoral candidate and teaches statistics at the bachelor level.
606   $aMathematical statistics$xData processing
606   $aQuantitative research
606   $aSampling (Statistics)
606   $aStatistics and Computing
606   $aData Analysis and Big Data
606   $aMethodology of Data Collection and Processing
615  0$aMathematical statistics$xData processing.
615  0$aQuantitative research.
615  0$aSampling (Statistics).
615 14$aStatistics and Computing.
615 24$aData Analysis and Big Data.
615 24$aMethodology of Data Collection and Processing.
676   $a519.502855133
700   $aKronthaler$b Franz$01226838
702   $aZöllner$b Silke
801  0$bMiAaPQ
801  1$bMiAaPQ
801  2$bMiAaPQ
906   $aBOOK
912   $a9910484940203321
996   $aData analysis with Rstudio$92852883
997   $aUNINA