Navarro, Daniel Joseph (2018) Learning statistics with R : a tutorial for psychology students and other beginners : Version 0.6. Daniel Joseph Navarro, Adelaide, South Australia.
|
Text
NavarroD-LearningStatistics-V06.pdf - Published Version Available under License Creative Commons Attribution Share Alike. Download (7MB) | Preview |
Abstract
Learning Statistics with R covers the contents of an introductory statistics class, as typically taught to undergraduate psychology students, focusing on the use of the R statistical software. The book discusses how to get started in R as well as giving an introduction to data manipulation and writing scripts. From a statistical perspective, the book discusses descriptive statistics and graphing first, followed by chapters on probability theory, sampling and estimation, and null hypothesis testing. After introducing the theory, the book covers the analysis of contingency tables, t-tests, ANOVAs and regression. Bayesian statistics ARE covered at the end of the book.
| Item Type: | Book |
|---|---|
| Additional Information: | Includes bibliographical references. Contents: Background -- An introduction to R -- Working with data -- Statistical theory -- Statistical tools -- Endings, alternatives and prospects. |
| Uncontrolled Keywords: | Statistics, Statistics Study and teaching, Statistics Computer programs |
| Publisher: | Daniel Joseph Navarro |
| Place of Publication: | Adelaide, South Australia |
| Status: | Published |
| Uncontrolled Keywords: | Statistics, Statistics Study and teaching, Statistics Computer programs |
| Date Deposited: | 15 Aug 2023 13:47 |
| Last Modified: | 15 Aug 2023 13:47 |
| URI: | https://ebooks.ub.rug.nl/id/eprint/397 |
Actions (login required)
 |
View Item |