Open Educational Resources | Pao Yue-kong Library, The Hong Kong Polytechnic University

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.

Search OER Collection

ALL

PolyU OER

Internet Resource

Discipline

Keywords

Resource Type

Creator / Instructor

Affiliation

Year

Language

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

Search OER Collection

ALL

PolyU OER

Internet Resource

Search Constraints

Search Results