The phrase "convergence in mean" is used in several branches of mathematics to refer to a number of different types of sequential convergence.
In functional analysis, "convergence in mean" is most often used as another name for strong
convergence. In particular, a sequence in a normed linear space
converges in mean to an element
whenever
as ,
where
denotes the norm on
. Sometimes, however, a sequence
of functions in
is said to converge in mean if
converges in
-norm to a function
for some measure space
.
The term is also used in probability and related theories to mean something somewhat different. In these contexts, a sequence of random
variables is said to converge in the
th mean (or in the
norm) to a random variable
if the
th absolute moments
and
all exist and if
where
denotes the expectation value. In this usage,
convergence in the
norm for the special case
is called "convergence in mean."