#statstab #471 Give Your Hypotheses Space!

Thoughts: "each hypothesis requires its own model" + "Only interpret the output for your exposure of interest"

#causalinference #modelling #hypothesis #tutorial #confounding #mbias

https://brian-lookabaugh.github.io/website-brianlookabaugh/blog/2025/mutual-adjustment/

Give Your Hypotheses Space! – Brian Lookabaugh

It’s tempting to throw a bunch of variables of interest into a model and evaluate each variable’s ‘impact’ on the outcome, but proceed at your own caution! Check this blog out to see why that approach is most likely not the best idea…

#statstab #387 Give Your Hypotheses Space!

Thoughts: "It’s tempting to throw a bunch of variables...into a model
...but proceed at your own caution!"

#Mbias #causalinference #collider #moderator #confounder #regression #r #DAG

https://brian-lookabaugh.github.io/website-brianlookabaugh/blog/2025/mutual-adjustment/