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R in Action, Third Edition: Data analysis and graphics with R and Tidyverse

by Robert I. Kabacoff

 

 

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Descriptions :

Synopsis : R is the most powerful tool you can use for statistical analysis. This definitive guide smooths R?s steep learning curve with practical solutions and real-world applications for commercial environments.In R in Action, Third Edition you will learn how to: ??? Set up and install R and RStudio ??? Clean, manage, and analyze data with R ??? Use the ggplot2 package for graphs and visualizations ??? Solve data management problems using R functions ??? Fit and interpret regression models ??? Test hypotheses and estimate confidence ??? Simplify complex multivariate data with principal components and exploratory factor analysis ??? Make predictions using time series forecasting ??? Create dynamic reports and stunning visualizations ??? Techniques for debugging programs and creating packages R in Action, Third Edition makes learning R quick and easy. That?s why thousands of data scientists have chosen this guide to help them master the powerful language. Far from being a dry academic tome,

 

Details :

Author : Robert I. Kabacoff

Pages : 656 pages

Publisher : Manning

Language :

ISBN-10 : 1617296058

ISBN-13 : 9781617296055