Saturated()
or the two existing implementations of models in this family,
Geyer() and SatPiece().
Geyer (1999) introduced the ``saturation process'', a modification of the
Strauss process in which the total contribution
to the potential from each point (from its pairwise interaction with all
other points) is trimmed to a maximum value $c$.
This model is implemented in the function Geyer().
The present class pairsat.family is the
extension of this saturation idea to all pairwise interactions.
Note that the resulting models are no longer pairwise interaction
processes - they have interactions of infinite order.
pairsat.family is an object of class "isf"
containing a function pairwise$eval for
evaluating the sufficient statistics of any saturated pairwise interaction
point process model in which the original pair potentials
take an exponential family form.Geyer to create the Geyer saturation process. SatPiece to create a saturated process with
piecewise constant pair potential.
Saturated to create a more general saturation model.
Other families:
inforder.family,
ord.family,
pairwise.family.