discretization
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bbolker
opinion piece on discretization and multimodel averaging in ecological statistics
You mention the problems with estimating CIs in regularised models. Of course, we Bayesians can be smug about this, and point to MCMC. An exponential prior is equivalent to a...
In response to the sentence > software for some of the more exotic models used by ecologists (e.g. zero-inflated models) may not be readily available I note that you can...
One topic that isn't touched upon is confounding variables. I've use models selection on them in the past, because I don't really care about them, but some might be important...
I think it would help to deal with prediction early on - that way you can explain when AIC is optimal, and thus its irrelevance to a lot of ecological...