We present here some rules for computing the Riemann-Stieltjes integral when
the integrator function is the distribution function of a random variable
,
i.e. we limit attention to integrals of the
kind:
where
is the distribution
function of a random variable
and
.
Before stating the rules, note that the above integral does not necessarily
exist or is not necessarily well-defined. Roughly speaking, for the integral
to exist the integrand function
must be well-behaved. For example, if
is continuous on
,
then the integral exists and is well-defined.
That said, we are ready to present the calculation rules:
is
continuously differentiable on
.
If
is continuously differentiable on
and
is its first derivative,
then:
is
continuously differentiable on
except
at a finite number of points. Suppose
is continuously differentiable on
except
at a finite number of points
,
...,
such
that:
Denote
the derivative of
(where it exists) by
.
Then:
Let
be defined as
follows:
where
.
Compute the following
integral:
is continuously differentiable on the interval
.
Its derivative
is:
As
a consequence, the integral
becomes: