Key take-aways:
* the foundation of statistics is models
* model comparisons is the bread and butter of stats
* statistics is the process of building/evaluating models
* model comparisons formulate research questions into simple model comparisons
* there are four steps to converting a research question into a model comparison
Here's my previous video on model comparisons: https://youtu.be/wavmEfzJXqw
Link about EDA versus CDA: https://youtu.be/0SDVps4lg2s
My Multivariate playlist: https://www.youtube.com/playlist?list=PL8F480DgtpW9W-PEX0f2gHl8SnQ7PtKBv
And here's a paper I wrote about my eight step approach to data analysis: https://psyarxiv.com/r8g7c/
Undergraduate curriculum playlist (GLM-based approach): https://www.youtube.com/playlist?list...
Graduate curriculum playlist (also GLM-based approach): https://www.youtube.com/playlist?list...
Exonerating EDA paper: https://psyarxiv.com/5vfq6/
Download JASP (and visual modeling module): www.jasp-stat.org