Learning statistics with R : a tutorial for psychology students and other beginners
Item
Title (Dublin Core)
Learning statistics with R : a tutorial for psychology students and other beginners
Creator (Dublin Core)
Danielle Navarro
Date (Dublin Core)
2018
Publisher (Dublin Core)
Independent
Description (Dublin Core)
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.
Subject (Dublin Core)
Mathematics-Pure
Language (Dublin Core)
English
