Exactly, the idea is to have a position on your “architecture” of the model, but by being open and doing math you are “showing your work” so others can contribute and improve. These statistical models are much more powerful than human intuition/expertise as they are: consistent, fair, consider various input, can be less biased if performed with diverse opinions.
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Exactly, the idea is to have a position on your “architecture” of the model, but by being open and doing math you are “showing your work” so others can contribute and improve. These statistical models are much more powerful than human intuition/expertise as they are: consistent, fair, consider various input, can be less biased if performed with diverse opinions.