Notation:
is the closure of a set
.
.
is the indicator function of
.
is the conjugate index of
.
Let
be a probability space,
and
be the space of non-negative and bounded random variables. Further let
be a convex subset and
.
Then the following three conditions are equivalent:
- For all
with
exists a constant
, such that
.
- For all
with
exists a constant
, such that
.
- There exists a random variable
, such that
almost surely and
.