國立虎尾科技大學 |

Data Analysis with RStudio = An Easygoing Introduction /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Data Analysis with RStudio/ by Franz Kronthaler, Silke Zöllner.
Reminder of title:	An Easygoing Introduction /
Author:	Kronthaler, Franz.
other author:	Zöllner, Silke.
Description:	XI, 125 p. 171 illus., 155 illus. in color. Textbook for German language market.online resource. :
Contained By:	Springer Nature eBook
Subject:	Statistics . -
Online resource:	https://doi.org/10.1007/978-3-662-62518-7
ISBN:	9783662625187

Data Analysis with RStudio = An Easygoing Introduction /
Kronthaler, Franz.

Data Analysis with RStudioAn Easygoing Introduction /[electronic resource] :by Franz Kronthaler, Silke Zöllner. - 1st ed. 2021. - XI, 125 p. 171 illus., 155 illus. in color. Textbook for German language market.online resource.

Comment -- 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.

The 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.

ISBN: 9783662625187

Standard No.: 10.1007/978-3-662-62518-7doiSubjects--Topical Terms:

1253516
Statistics .

LC Class. No.: QA276-280

Dewey Class. No.: 519.5

Data Analysis with RStudio = An Easygoing Introduction /
LDR:03042nam a22003615i 4500 001 1050949
003 DE-He213
005 20210621132730.0
007 cr nn 008mamaa
008 220103s2021 gw | s |||| 0|eng d
020 $a 9783662625187 $9 978-3-662-62518-7
024 7 $a 10.1007/978-3-662-62518-7 $2 doi
035 $a 978-3-662-62518-7
050 4 $a QA276-280
072 7 $a UFM $2 bicssc
072 7 $a COM077000 $2 bisacsh
072 7 $a UFM $2 thema
082 0 4 $a 519.5 $2 23
100 1 $a Kronthaler, Franz. $e author. $4 aut $4 http://id.loc.gov/vocabulary/relators/aut $3 1270584
245 1 0 $a Data Analysis with RStudio $h [electronic resource] : $b An Easygoing Introduction / $c by Franz Kronthaler, Silke Zöllner.
250 $a 1st ed. 2021.
264 1 $a Berlin, Heidelberg : $b Springer Berlin Heidelberg : $b Imprint: Springer Spektrum, $c 2021.
300 $a XI, 125 p. 171 illus., 155 illus. in color. Textbook for German language market. $b online resource.
336 $a text $b txt $2 rdacontent
337 $a computer $b c $2 rdamedia
338 $a online resource $b cr $2 rdacarrier
347 $a text file $b PDF $2 rda
505 0 $a Comment -- 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.
520 $a The 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.
650 0 $a Statistics . $3 1253516
650 1 4 $a Statistics and Computing/Statistics Programs. $3 669775
650 2 4 $a Statistics, general. $3 671463
700 1 $a Zöllner, Silke. $e author. $4 aut $4 http://id.loc.gov/vocabulary/relators/aut $3 1355399
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
776 0 8 $i Printed edition: $z 9783662625170
776 0 8 $i Printed edition: $z 9783662625194
856 4 0 $u https://doi.org/10.1007/978-3-662-62518-7
912 $a ZDB-2-SNA
950 $a Life Science and Basic Disciplines (German Language) (SpringerNature-11777)