R in Action, Third Edition读书介绍
| 类别 | 页数 | 译者 | 网友评分 | 年代 | 出版社 |
|---|---|---|---|---|---|
| 书籍 | 656页 | 2022 | Manning Publications |
| 定价 | 出版日期 | 最近访问 | 访问指数 |
|---|---|---|---|
| USD 59.99 | 2022-05-03 … | 2022-08-04 … | 51 |
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
A complete learning resource for R and tidyverse
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, every example you’ll encounter in this book is relevant to scientific and business developers, and helps you solve common data challenges. R expert Rob Kabacoff takes you on a crash course in statistics, from dealing with messy and incomplete data to creating stunning visualizations. This revised and expanded third edition contains fresh coverage of the new tidyverse approach to data analysis and R’s state-of-the-art graphing capabilities with the ggplot2 package.
R in Action, Third Edition teaches you how to do statistical analysis and data visualization using R and its popular tidyverse packages. In it, you’ll investigate real-world data challenges, including forecasting, data mining, and dynamic report writing. This revised third edition adds new coverage for graphing with ggplot2, along with examples for machine learning topics like clustering, classification, and time series analysis.
作者简介Rob Kabacoff is Vice President of Research for MRG, a global organizational development firm based in Portland Maine and Dublin Ireland. He has more than 20 years of experience providing research and statistical consultation to government, academia, and private industry. Prior to joining MRG, Dr. Kabacoff was a professor of psychology at Nova Southeastern University in Florida,...
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