Modern Data Visualization with R

Author:   Robert Kabacoff
Publisher:   Taylor & Francis Ltd
ISBN:  

9781032289496


Pages:   259
Publication Date:   29 March 2024
Format:   Hardback
Availability:   Not yet available   Availability explained
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Modern Data Visualization with R


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Full Product Details

Author:   Robert Kabacoff
Publisher:   Taylor & Francis Ltd
Imprint:   Chapman & Hall/CRC
Weight:   1.460kg
ISBN:  

9781032289496


ISBN 10:   103228949
Pages:   259
Publication Date:   29 March 2024
Audience:   College/higher education ,  Professional and scholarly ,  Adult education ,  Tertiary & Higher Education ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   Not yet available   Availability explained
This item is yet to be released. You can pre-order this item and we will dispatch it to you upon its release.

Table of Contents

1. Introduction. 2. Data Preparation. 3. Introduction to ggplot2. 4. Univariate Graphs. 5. Bivariate Graphs. 6. Multivariate Graphs. 7. Maps. 8. Time-dependent graphs. 9. Statistical Models. 10. Other Graphs. 11. Customizing Graphs. 12. Saving Graphs. 13. Interactive Graphs. 14. Advice / Best Practices.

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Author Information

Robert Kabacoff is a data scientist with more than 30 years of experience in multivariate statistical methods, data visualization, predictive analytics, and psychometrics. A widely recognized expert in statistical programming, he is the author of R in Action: Data Analysis and Graphics with R (3rd ed.), and the popular Quick-R (www.statmethods.net) website. Dr. Kabacoff is also the co-author of Evaluating Research Articles from Start to Finish (3rd ed.), a textbook that uses a case-study approach to help students learn to read and evaluate empirical research. Dr. Kabacoff earned his BA in psychology from the University of Connecticut and his PhD in clinical psychology from the University of Missouri-St. Louis. Following a postdoctoral fellowship in family research at Brown University, he joined the faculty at the Center for Psychological Studies at Nova Southeastern University, achieving the position of full professor in 1997. For 19 years, Dr. Kabacoff held the position of Vice President of Research for a global organizational development firm, providing research and consultation to academic, government, corporate, and humanitarian institutions in North America, Western Europe, Africa, and Asia. He is currently a professor of the practice in quantitative analysis at the Hazel Quantitative Analysis Center at Wesleyan University, teaching courses in exploratory data analysis, machine learning, and statistical software development.

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