TY - RPRT
T1 - Properties of spatial Cox process models
AU - Møller, Jesper
PY - 2006
Y1 - 2006
N2 - Probabilistic properties of Cox processes of relevance for statistical
modelling and inference are studied. Particularly, we study the most important
classes of Cox processes, including log Gaussian Cox processes, shot noise Cox
processes, and permanent Cox processes. We consider moment properties and
point process operations such as thinning, displacements, and superpositioning.
We also discuss how to simulate specific Cox processes.
AB - Probabilistic properties of Cox processes of relevance for statistical
modelling and inference are studied. Particularly, we study the most important
classes of Cox processes, including log Gaussian Cox processes, shot noise Cox
processes, and permanent Cox processes. We consider moment properties and
point process operations such as thinning, displacements, and superpositioning.
We also discuss how to simulate specific Cox processes.
M3 - Report
T3 - Research Report Series
BT - Properties of spatial Cox process models
PB - Department of Mathematical Sciences, Aalborg University
ER -