The 68-95-99.7 rule, also called the empirical rule, states that for a normal distribution, approximately 68%, 95%, and 99.7% of the probability
lies within one, two, and three standard deviations
of the mean, respectively. More precisely, if has mean
and standard deviation
, then
for .
Taking
,
2, and 3 gives probabilities
(OEIS A178647),
(OEIS A110894),
and
(OEIS A270712), respectively. The rule is specific
to the normal distribution; it is not a general
statement about arbitrary probability distributions.