Resources On Data Analysis

Free Resources On Learning R

There are many free resources out there about learning R and related languages, and the incredible database resouRces literally has it all!
Psych #rstats Club is a list of resources for using R in psychology.

Multilevel Modeling (MLM)

An Introduction to Hierarchical Modeling: a very nice animated visualization for understanding mixed-effects models
Understanding and analyzing multilevel data from real-time monitoring studies: An easily- accessible tutorial using R by Dr. Evan Kleiman
A comprehensive tutorial with sample code and data by Penn State: Intensive Longitudinal Data: Analysis of Experience Sampling and EMA Data

Building a Website

I built this website hosted on GitHub using R markdown. It comes with templates and is completely free. You don’t need advanced programming knowledge to get started. Learn to build your own here.

Data Visualization

How to pick more beautiful colors for your data visualizations
Colors are a great way to capture attention. However, 5-8% men and 0.5-1% women experience color blindness. This website simulates what people with different kinds of color blindness see and shows how some existing colorblind-friendly palettes actually don’t do a good job.
These are my personal favorite colorblind-friendly colors:
- #0C7BDC
- #FFC20A
- #7D2F39
- #FF6999

Please email Irene if you are interested in collaborating.
Please note that Irene cannot answer clinical queries. The material on this site is not intended to substitute for clinical advice.
Share your comments, concerns, suggestions, or additional resources here.
Page last updated: 2023-09-12