The intensity of a Poisson point process
an event in
}. We can
simulate a Poisson point process with given
on an interval
I as follows:
Simulate the number of events N from
. Form
, and generate N i.i.d
random numbers
. Then
are the points of a Poisson process with intensity
.
Ex 2. Prove this.
Suppose the left ends of clones are a Poisson point process with
intensity
. And the clone lengths
are
i.i.d.
with mean L. Let
{ t is uncovered }.
Thin the original Poisson process back to
by removing
clones that do not overlap t. Thus a clone with left end at s is retained
with probability
, and the thinned process has intensity

So

Corollary.


Note that this result is the same as the exponential approximation of
the exact calculation of
in the
case of constant clone length. It goes to 0 as
.