[R] How do I compare 47 GLM models with 1 to 5 interactions and unique combinations?

[Jhope]

I ask the question about when to stop adding another variable even though it
lowers the AIC because each time I add a variable the AIC is lower. How do I
know when the model is a good fit? When to stop adding variables, keeping
the model simple?

Thanks, J

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