6533b828fe1ef96bd1287eef
RESEARCH PRODUCT
Local Spatio-Temporal Log-Gaussian Cox Processes for seismic data analysis
Nicoletta D'angeloGiada AdelfioJorge Mateusubject
Earthquakes Second-order characteristics Spatio-temporal point processes Local models Log-Gaussian Cox Processes Minimum contrastSettore SECS-S/01 - Statisticadescription
We propose a local version of the spatio-temporal log-Gaussian Cox processes (LGCPs) employing the Local Indicators of Spatio-Temporal Association (LISTA) functions into the minimum contrast procedure to obtain space as well as time-varying parameters. We resort to the joint minimum contrast method fitting method to estimate the set of second-order parameters for the class of Spatio-Temporal LGCPs. We employ the proposed methodology to analyse real seismic data occurred Greece between 2004 and 2015.
| year | journal | country | edition | language |
|---|---|---|---|---|
| 2022-01-01 |