R in Action, Third Edition Data Analysis and Graphics with R and Tidyverse

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Author
Robert I. Kabacoff
Publisher
Manning
Pages
656 pages
ISBN
978-1617296055
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Description

R in Action, Third Edition: Data analysis and graphics with R and Tidyverse is a comprehensive guide to leveraging the power of R for statistical analysis. Authored by Robert I. Kabacoff and published by Manning on May 3, 2022, this edition offers practical solutions and real-world applications suitable for commercial environments. Spanning 656 pages, it covers essential topics such as setting up and installing R and RStudio, data cleaning and management with R functions, using ggplot2 for advanced visualizations, regression models, hypothesis testing, multivariate analysis techniques like principal components and exploratory factor analysis, time series forecasting, and creating dynamic reports. Additionally, the book provides insights into debugging programs and developing packages. Ideal for both beginners and experienced users, this edition equips readers with a robust toolkit to tackle complex data challenges.