Statistical Inference Via Data Science: A ModernDive Into R and the Tidyverse

Statistical Inference Via Data Science: A ModernDive Into R and the Tidyverse
ISBN-10
0367409917
ISBN-13
9780367409913
Category
Mathematics
Pages
430
Language
English
Published
2019-12
Publisher
CRC Press
Authors
Chester Ismay, Albert Young-Sun Kim

Description

"Statistical Inference via Data Science: A ModernDive into R and the Tidyverse provides a pathway for learning about statistical inference using data science tools widely used in industry, academia, and government. It introduces the tidyverse suite of R packages, including the ggplot2 package for data visualization, and the dplyr package for data wrangling. After equipping readers with just enough of these data science tools to perform effective exploratory data analyses, the book covers traditional introductory statistics topics like confidence intervals, hypothesis testing, and multiple regression modeling, while focusing on visualization throughout"--

Other editions

Similar books