Given a complex measure , there exists a positive
measure denoted
which measures the total variation of
, also sometimes called simply "total variation."
In particular,
on a subset
is the largest sum of "variations" for any subdivision
of
.
Roughly speaking, a total variation measure is an infinitesimal version of the absolute value.
More precisely,
(1)
|
where the supremum is taken over all partitions of
into measurable subsets
.
Note that
may not be the same as
.
When
already is a positive measure, then
. More generally, if
is absolutely continuous,
that is
(2)
|
then so is ,
and the total variation measure can be written as
(3)
|
The total variation measure can be used to rewrite the original measure, in analogy to the norm of a complex number. The measure has a polar
representation
(4)
|
with .