As far as I know, nobody in any profession that's paid real money for correct answers, uses anything like the statistics in academic papers.
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Bridgewater Assoc, where I worked for years. Quite successful hedge fund. Sometimes used p-values w bonferroni etc.
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probably everyone to some extent. You just need to be honest and careful about how/what you're testing. "virtuous research"
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