🦇 Statistics teaching bat signal! 🦇

I started grad school exactly 2 years too late for a course I am still very jealous of that started with generating and visualizing distributions, moved on to bootstrapping and other sampling-based inference strategies, and then eventually wound up in the world of mixed effects models. Seemed to create comfort and confidence about reasoning w/ data, rather than memorizing the definition of a p value.

Are there OER for this? R-based, as long as I'm wishing for unicorns...

@melissaekline
https://seeing-theory.brown.edu/

https://psyteachr.github.io/

https://learningstatisticswithr.com/

I have often felt there is a bit of a spectrum from teaching data analysis in R (more focus on getting students comfortable manipulating data in R) and statistical theory (more emphasis on data generating process, digging into inference conceptually, with maybe implementation in R). I'm not sure from your description where that might fall. Sometimes the content does get split out over multiple courses!

Seeing Theory

A visual introduction to probability and statistics.

@hye Wow that seeing theory site is incredible! 🔥🔥🔥