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Learning statistics with R : a tutorial for psychology students and other beginners

Author: Danielle Navarro; Open Textbook Library,
Publisher: [Place of publication not identified] : [UNSW Computational Cognitive Science], Minneapolis : Open Textbook Library̐ [2018]-
Series: Open Textbook Library.
Edition/Format:   Website : Document   Continually Updated Resource   Computer File : English : Version 0.6View all editions and formats
Summary:
"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  Read more...
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Details

Genre/Form: Textbooks
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File, Continually Updated Resource
All Authors / Contributors: Danielle Navarro; Open Textbook Library,
OCLC Number: 1044759643
Description: 1 online resource : illustrations.
Details: Mode of access: World Wide Web.
Contents: Background --
An introduction to R --
Working with data --
Statistical theory --
Statistical tools --
Other topics.
Series Title: Open Textbook Library.
Responsibility: Danielle Navarro.

Abstract:

"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."--Open Textbook Library.

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