When conducting statistical testing, it's absolutely to appreciate the potential for failures. Specifically, we're talking about Type 1 plus Type 2 mistakes. A Type 1 error, sometimes called a incorrect conclusion, https://datawitzz.com/difference-between-type-1-and-type-2-errors/