Helpful resources for visualizing statistical concepts

[adswa]

Here is a short list of visualizations and tools I found useful in teaching statistics to undergraduates. Most links point to a complete range of visualizations. They've been always helpful to explain statistical concepts, especially in live-demonstrations, and I found them to be of very high quality. I've included some of them into the module where I saw fit, but I wanted to note them down here are especially helpful for live demonstrations and in slides. I bet others also have resources with helpful visualizations like this - how about sharing them in this issue as well?

• Probability, Distributions, Effect sizes, Inference, Regression: https://seeing-theory.brown.edu/
• P-hacking, power, p-values, distributions, error types, Bayes factors, ...: https://shinyapps.org/
• Specifically on sampling: https://ismay.shinyapps.io/okcupidheights/
• distribution (also p-value distribution), testing, effect sizes, ...: https://rpsychologist.com/viz