I always get confused between necessary and sufficient conditions. So here’s a small picture to remind myself:

Suppose we care about condition A. It is very important to us. But there is condition N which is a superset of condition A. And there is condition S which is a subset of condition A.

N is necessary for A. No element in A, is not also a part of N.

S is sufficient for A. All elements in S must be also in A.

N is NOT sufficient for A. There are elements in N which are not in A (e.g. n).

S is NOT necessary for A. There are elements in A which are not in S (e.g. a).

If I want to prove that something is IN A, it might be easier to prove that it’s in S, and as S is sufficient, I’m done. If I want to prove that something is NOT IN A, it might be easier to prove that it’s not in N, and so it doesn’t fulfill the necessary condition.


If you’re looking for statistical consultation, work on interesting projects, or training workshop, visit my professional website or contact me directly at david@meerkatstatistics.com