6533b852fe1ef96bd12aad49
RESEARCH PRODUCT
Alternated estimation in semi-parametric space-time branching-type point processes with application to seismic catalogs
Giada AdelfioMarcello Chiodisubject
Environmental EngineeringEnvironmental Chemistrynonparametric estimation forward predictive likelihood ETAS modelpoint processearthquakes.Safety Risk Reliability and QualityGeneral Environmental ScienceWater Science and Technologydescription
An estimation approach for the semi-param-etric intensity function of a class of space-time point processes 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 an offspring is therefore estimated.
| year | journal | country | edition | language |
|---|---|---|---|---|
| 2014-04-12 |