Quadrature

[NOTE: This is a repost of a blog that Prasanna Parasurama published at the blogsite Towards Data Science]. Prasanna1 “The confidence intervals of the two groups overlap, hence the difference is not statistically significant” The statement above is wrong. Overlapping confidence intervals/error bars say nothing about statistical significance. Yet, a lot of people make the mistake of inferring lack of statistical significance.