# Statistics with R

*2020-04-20*

# Preface

This booklet is written as accompaniment to the online tutorial on *Statistics with R (Basics)*, held as part of the workshop on Experimental Methods in Language Acquisition Research (EMLAR, https://emlar.wp.hum.uu.nl/), Utrecht, on 17 April 2020.

Here’s the abstract for the tutorial:

This tutorial will introduce the R programming environment for statistical analysis. Contrary to SPSS which is procedure-oriented (commands are verbs, e.g. “compute”), R is object-oriented (objects are nouns, e.g. “factor”). In this workshop, we will try to ease the learning curve of using R for your data analysis. Experience with statistical software is NOT required! We will use data simulation as well as real data sets, to explore topics like t-tests, \(\chi^2\) tests, and regression. We will also show how R produces publication-quality figures.

This document is licensed under the *GNU GPL 3* license (for details see
https://www.gnu.org/licenses/gpl-3.0.en.html). It was created with the `bookdown`

package (Xie 2020) in Rstudio.

Hugo Quené, Utrecht institute of Linguistics OTS, Utrecht University

### References

Xie, Yihui. 2020. *Bookdown: Authoring Books and Technical Documents with R Markdown*. https://CRAN.R-project.org/package=bookdown.