When performing hypothesis testing, it's critically to understand the potential for failures. Specifically, we're talking about Type 1 plus Type 2 failures. A Type 1 error, sometimes called a false positive, occurs https://datawitzz.com/difference-between-type-1-and-type-2-errors/