Read
R for Data Science
by Hadley Wickham and Garrett Grolemund Free online version licensed under the Creative Commons or Hard copy available for purchase on Amazon "This book will teach you how to do data science with R: You’ll learn how to get your data into R, get it into the most useful structure, transform it, visualise it and model it." |
psyTeachR Course Books
The University of Glasgow School of Psychology and Institute of Neuroscience and Psychology has "successfully made the transition to teaching reproducible research using R across all undergraduate and postgraduate levels" and has shared materials from their Undergraduate, Postgraduate, and more to the #PsyTeachR site. The curriculum "emphasizes essential ‘data science’ graduate skills that have been overlooked in traditional approaches to teaching, including programming skills, data visualisation, data wrangling and reproducible reports." You can also check out their list of curated resources including talks, course book template, tutorials, and r packages here! |
Learning Statistics with R
By: DJ Navarro This textbook is published in full, online under a Creative Commons BY-SA license, and "covers the contents of an introductory statistics class, as typically taught to undergraduate psychology students... 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." |
Listen
Quantitude Podcast
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Bookmark
RStudio Cheatsheets
Not cheating, actually a good site to keep bookmarked. Stay up to date with handy one or two page reference sheets for your favorite r packages. |
Found a great statistics resource and want to share it with other MCLS Trainees?
Send it to us below!
Send it to us below!