Statistics and Research Methods by Jake Kurczek


R Help

Below are a number of guides and links to help you with R and RStudio.

Research Methods and Statistics

A guide for using R for research and statistics.

ggplot2 Visualizations

This site includes tutorials on R Statistics with particular help for visualizations.

Advanced R

This is a book by Hadley Wickham that teaches advanced programming skills.

Getting used to R, RStudio, and R Markdown

A brief introduction to R, RStudio and R Markdown

Modern Dive

An introduction to statistical and data sciences via R

YaRrr! A pirate's guide to R

This book helps learners with R from the ground-up.

R Course from a Linguist

R for publication helps give students the skill to

Swirl Stats

Learn R in R!

Dartistics

This site goes into a lot of detail on statistics and then provides information on using R for data analysis.

Personality Project using R

A simple guide for using R for psychological research.

Gardner's Own

A guide from an ecologist on using R for statistical analyses

Data Visualization for Social Science

This is a practical guide for R and ggplot

Tidyverse-ification

An introduction to the tidyverse.

Statistical Rethinking

A Bayesian course with examples in R

Help for R

This site from Dr. Finzi has gathered a number of resources to help with R.

RStudio Cheat Sheets

Cheat sheets to learn packages.

Base R

Base R Cheat Sheet

Some useful R cheatsheets

A list of cheatsheets pulled together from RStudio.

Learn Data Basics in R

A tutorial to look at data with R.

An Introduction to R

An introduction to R for python users

75 R tutorials

Links to 75 different R tutorials

Getting started with Data Analysis

Guides and Tutorials from Princeton libraries for conducting data analysis

Working with Web Data in R

Data Camp course on working with R to retrieve data from the web.

University of Cincinnati Business Analytics R Programming

An introduction to R, R Markdown, R notebook and two courses in using R

R4DS

R for Data Science Online Learning Community

R, RStudio and tidyverse

An introduction to using R and RStudio

Learn R for Psychology Research

A crash course for using R so that psychologists can import, wrangle and plot their data today.

R for Cats

An intro to R with cat memes.

Statistical Inference: A tidy approach

An introduction to the tidyverse and statistical tests

Cookbook for R

Solutions to common tasks and problems in analyzing data.

R for Datascience

A book for using R in datascience.

R for the rest of us

A resource that demonstrates that anyone can learn R.

R data skills

A course for gaining skills with R and datascience.

DataLab

A course for gaining skills with R and datascience.

UO Datascience Gallery

This course was indented to introduce students to topics, concepts, and workflows that are commonplace in “data science” more generally but are less formally discussed in Psychology.