6533b7ddfe1ef96bd1274f67
RESEARCH PRODUCT
Mixed estimation technique in semi-parametric space-time point processes for earthquake description
Giada AdelfioMarcello Chiodisubject
point proceNonparametric estimationSettore SECS-S/01 - Statisticaforward predictive likelihoodearthquakesETAS modeldescription
An estimation approach for the semi-parametric intensity function of a particular space-time point process is introduced. In particular we want to account for the estimation of parametric and nonparametric components simultaneously, applying a forward predictive likelihood to semi-parametric models. For each event, the probability of being a background event or one belonging to a seismic sequence is therefore estimated.
| year | journal | country | edition | language |
|---|---|---|---|---|
| 2013-01-01 |