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Glossary: Regression

Fishing for significance

Also written: fishing, p-hacking

Trying many predictors, interactions or outlier rules until something gets p < 0.05. Even pure random columns will look significant by chance, so decide what to test beforehand and report everything.

Where the book teaches it

Related terms

p-valueStatistically significant