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Results for: Keywords Social sciences -- Statistical methods Keywords Statistics Resource Type e-book

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Answering questions with data: Introductory Statistics for Psychology Students

This is a free textbook teaching introductory statistics for undergraduates in Psychology. This textbook is part of a larger OER course package for teaching undergraduate statistics in Psychology, including this textbook, a lab manual, and a course website. All of the materials are free and copiable, with source code maintained in Github repositories.

Subjects:

Psychology and Mathematics and Statistics

Keywords:

Statistics Social sciences -- Statistical methods Textbooks Psychology

Resource Type:

e-book
e-book

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

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.

Subjects:

Psychology and Mathematics and Statistics

Keywords:

Statistics Social sciences -- Statistical methods Textbooks Statistics -- Computer programs R (Computer program language)

Resource Type:

e-book

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Answering questions with data: Introductory Statistics for Psychology Students

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

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