Poisson factorial moment measure Created 2026-10-14 Updated 2026-11-05
For a Poisson point process of intensity measure , its th Poisson factorial moment measure is . Writing its counting measure as , the identity means that for nonnegative measurable function ,
The indices select distinct point occurrences. Their locations need not be different when has an atom of a measure. For a simple point process, the locations are different as well.[ref]
For example, if all intensity is concentrated at one point , with , then has Poisson distribution. There are ordered pairs of distinct occurrences there, with expected value , even though both locations equal . Counting only pairs of different locations would give zero and fail the identity.
For , separating equal-index terms from distinct-index terms gives the second-moment calculation in Campbell's theorem. Dividing the distinct-pair sum by two instead counts unordered pairs, as in the intersection point process of a Poisson line process.