book-of-models icon indicating copy to clipboard operation
book-of-models copied to clipboard

Where can we best advise on things not to do?

Open m-clark opened this issue 3 months ago • 1 comments

It would be useful in particular chapters or as part of the 'misc/more models chapter' to have some kindly worded "don't do this" or or otherwise problematic stuff. For example, stepwise regression, just going with p-value result/ignoring prediction, mean imputation, ignoring uncertainty, attributing causal effects where not warranted, ignoring baselines, using old models that are no longer necessary, etc.

m-clark avatar Mar 10 '24 19:03 m-clark