The other day I started to call someone’s data analysis “unprincipled” until I realized how harsh that sounds. I wanted to convey that an analysis seemed ad hoc, not based on general principles. Then I realized that “unprincipled” implies someone is lacking moral principles rather than statistical principles so I changed my wording.
Related post: Works well versus well understood
How did you end up describing it?