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Record Nr. |
UNINA9911127850403321 |
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Autore |
Kronthaler Franz |
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Titolo |
Data Analysis with RStudio : An Easygoing Introduction / / by Franz Kronthaler, Silke Zöllner |
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Pubbl/distr/stampa |
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Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2026 |
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ISBN |
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Edizione |
[2nd ed. 2026.] |
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Descrizione fisica |
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1 online resource (139 pages) |
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Collana |
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Mathematics and Statistics Series |
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Disciplina |
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Soggetti |
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Statistics - Computer programs |
Statistics |
Mathematical statistics - Data processing |
Quantitative research |
Statistical Software |
Applied Statistics |
Statistics and Computing |
Statistical Theory and Methods |
Data Analysis and Big Data |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Nota di contenuto |
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Comment -- 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. |
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Sommario/riassunto |
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This 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 |
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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. |
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