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

Author: Danielle Navarro
Subject: Mathematics
Source: Open Textbook Library
Publisher: Danielle Navarro
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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.

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