|
|
|||
|
||||
OverviewThis book introduces RStudio for practitioners and students and enables them to use R confidently in everyday work. It is not a statistics textbook; its aim is to share the joy of analysing data with R. Readers learn how to install and use RStudio, import data, write and run scripts, and save their work. They also learn how to apply descriptive statistics and create informative graphs. Additionally, the book shows how to test hypotheses and perform common inferential methods, including analyses of variance and regression. Each chapter includes exercises to reinforce learning, with solutions provided at the end of the book. This 2nd revised and extended edition adds new topics and examples and strengthens the existing chapters through a thorough review. Full Product DetailsAuthor: Franz Kronthaler , Silke ZöllnerPublisher: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG Imprint: Springer-Verlag Berlin and Heidelberg GmbH & Co. K Edition: Second rev. and enl. Edition 2026 ISBN: 9783662732434ISBN 10: 3662732432 Pages: 136 Publication Date: 07 June 2026 Audience: College/higher education , Tertiary & Higher Education Format: Paperback Publisher's Status: Active Availability: In Print This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us. Table of ContentsComment.- 1 R and RStudio.- 2 Data analysis basics with RStudio.- 3 Data tourism (simulated).- 4 Describing data with RStudio.- 5 Testing for normal distribution with RStudio.- 6 Testing hypotheses with RStudio,- 7 Linear regression with RStudio.- 8 Logistic Regression.- 9 Further Reading.- 10 Appendix: 1 Questionnaire, 2 Data ""tourism.xlsx"" including legend, 3 How to deal with missing data, 4 Solutions for the task.ReviewsAuthor InformationFranz 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 fifteen years and authored the textbooks Statistics Applied with Excel/with the R Commander – Data Analysis Is (Not) an Art, available in German and English. Silke Zöllner is a lecturer at the Institute of Business and Regional Economics at the Lucerne University of Applied Sciences and Arts. She conducts research and teaches statistics, working with students from a wide range of backgrounds. Tab Content 6Author Website:Countries AvailableAll regions |
||||