Silke Zöllner: Data Analysis with RStudio

Cover: 9783662625170 | Data Analysis with RStudio | An Easygoing Introduction | Taschenbuch

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Sprache: Englisch

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Beschreibung

¿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.

Über den Autor

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.

Zusammenfassung

Shows how RStudio can easily be used for data analysis

Includes descriptive statistics, creating graphics, testing hypotheses, ANOVA and regression with RStudio

Provides exercises with solutions

Recommended and developed for university courses in Germany, Austria and Switzerland

Additional material: [...]

Inhaltsverzeichnis

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 "[...]" including legend, 3 How to deal with missing data, 4 Solutions for the task.

Details

Erscheinungsjahr:	2020
Fachbereich:	Wahrscheinlichkeitstheorie
Genre:	Mathematik , Medizin , Naturwissenschaften , Technik
Rubrik:	Naturwissenschaften & Technik
Medium:	Taschenbuch
Inhalt:	xi 125 S. 16 s/w Illustr. 155 farbige Illustr. 125 p. 171 illus. 155 illus. in color. Textbook for German language market.
ISBN-13:	9783662625170
ISBN-10:	3662625172
Sprache:	Englisch
Einband:	Kartoniert / Broschiert
Autor:	Zöllner, Silke Kronthaler, Franz
Auflage:	1st edition 2021
Hersteller:	Springer Berlin Springer Berlin Heidelberg
Verantwortliche Person für die EU:	Springer Spektrum in Springer Science + Business Media, Tiergartenstr. 15-17, D-69121 Heidelberg, juergen.hartmann@springer.com
Maße:	240 x 168 x 8 mm
Von/Mit:	Silke Zöllner (u. a.)
Erscheinungsdatum:	22.12.2020
Gewicht:	0,248 kg

Artikel-ID: 118987664