The random variable X has a symmetric distribution if and only if there is a number c such that
P(X < c − k)=P(X > c+k), for all k.
In this case the distribution is symmetric about c. If X has a symmetric distribution and expectation μ, then c=μ. A distribution that is not symmetric is called an asymmetric distribution.
Subjects: Economics — Probability and Statistics.