Gabriel S. Jacobs's avatar

Gabriel S. Jacobs

@gsjphd.bsky.social

Simple isn't necessarily inferior! Not only are you demanding a bunch of additional tests beyond the scope of the research question, but you want it to be a kitchen sink regression. If you throw enough terms into that analysis, eventually you'll find ONE that correlates by random chance. p-hacking!

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Gabriel S. Jacobs's avatar Gabriel S. Jacobs @gsjphd.bsky.social
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Rather than throw every possible orbital variable in until something pings p<0.05, here's the responsible way to do things: A. Identify a specific variable (or combination) with a mechanistic explanation for why it would have an effect & test it, or B. Add a penalty to models based on # of variables

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