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Bestseller
BestsellerE-book
Author Navarro, Danielle, author.

Title Learning statistics with R : a tutorial for psychology students and other beginners / Danielle Navarro.

Publication Info. [Place of publication not identified] : [UNSW Computational Cognitive Science], [2018]-
Minneapolis : Open Textbook Library̐

Item Status

Edition Version 0.6.
Description 1 online resource : illustrations.
Current Frequency Updated irregularly.
Description text file PDF
Physical Medium polychrome
Series Open textbook library
Open Textbook Library.
Bibliography Includes bibliographical references.
Contents Background -- An introduction to R -- Working with data -- Statistical theory -- Statistical tools -- Other topics.
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 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.
System Details Mode of access: World Wide Web.
Note This book is published under a Creative Commons BY-SA license (CC BY-SA) version 4.0. https://creativecommons.org/licenses/by-sa/4.0
Local Note Open Educational Resources (OER). Open Textbooks
Open Textbook Library
Subject Statistics for social and behavioral sciences -- Textbooks.
Psychology -- Statistical methods -- Textbooks.
Psychology -- Statistical methods.
Genre/Form Textbooks.
Subject Statistics -- Textbooks.
Statistics.
Psychology -- Study and teaching.
Psychology -- Study and teaching.
Statistics -- Study and teaching.
Statistics -- Study and teaching.
Statistics -- Computer programs.
Statistics -- Computer programs.
Genre/Form Textbooks.
Added Author Open Textbook Library, distributor.