mlsanityData to 14 Oct 2026

Summary statistics for inhomogeneous marked point processes

arXiv 1407.3089 ↗First posted 11 Jul 2014stat.MEcited by 1

Not on the map. Why?

Abstract (arXiv)

We propose new summary statistics for intensity-reweighted moment stationary marked point processes with particular emphasis on discrete marks. The new statistics are based on the n-point correlation functions and reduce to cross J- and D-functions when stationarity holds. We explore the relationships between the various functions and discuss their explicit forms under specific model assumptions. We derive ratio-unbiased minus sampling estimators for our statistics and illustrate their use on a data set of wildfires.

Key facts. Cited by 1 paper in the map (data through 14 Oct 2026). First posted on arXiv 11 Jul 2014.

Builds on

No reference list yet.

Built on by

Cited by year

Citing papers per year: 2021: 1.

1 paper.