Statistical inference via data science a ModernDive, into R and the tidyverse / Chester Ismay, Albert Y. Kim.
| Author/creator | Ismay, Chester |
| Other author | Kim, Albert Young-Sun, 1980- |
| Format | Electronic |
| Publication Info | Boca Raton : CRC Press, Taylor and Francis Group, [2020] |
| Description | xxx, 430 pages : illustrations ; 26 cm. |
| Supplemental Content | Full text available from Taylor & Francis eBooks |
| Subjects |
| Series | The R series |
| Abstract | "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"-- Provided by publisher. |
| Bibliography note | Includes bibliographical references and index. |
| Access restriction | Available only to authorized users. |
| Technical details | Mode of access: World Wide Web |
| Genre/form | Electronic books. |
| LCCN | 2019042572 |
| ISBN | 9780367409821 (paperback) |
| ISBN | 9780367409876 (hardback) |
| ISBN | (ebook) |
Availability
| Library | Location | Call Number | Status | Item Actions |
|---|---|---|---|---|
| Electronic Resources | Access Content Online | ✔ Available |