When multiple statistical comparison are simultaneously performed, the risk of discovering false statistical significance increases as the number of comparisons increases. As such, Bonferroni correction is a commonly used method to address this multiple comparisons problem. In this post provides a visual demonstration to show why the multiple comparison problem …