Learning Statistics with R: A tutorial for psychology students and other beginners

Dublin Core

Description

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.

Creator

Danielle Navarro

Source

https://open.umn.edu/opentextbooks/textbooks/learning-statistics-with-r-a-tutorial-for-psychology-students-and-other-beginners

Publisher

https://open.umn.edu/opentextbooks

Date

2018

Contributor

Baihaqi

Rights

Creative Commons

Format

PDF

Language

English

Type

Document Viewer

Social Bookmarking

Collection

Citation

Danielle Navarro, “Learning Statistics with R: A tutorial for psychology students and other beginners,” Open Educational Resource (OER) - UNM, accessed February 18, 2020, http://oer.unm.ac.id/items/show/2381.