LARGE-SCALE COMPUTER MODELS FOR ENVIRONMENTAL SYSTEMS
A SAMSI Focussed Study Program

SEMINAR


BENT NATVIG AND INGUNN FRIDE TVETE

SAMSI AND DEPARTMENT OF STATISTICS, UNIVERSITY OF OSLO

BAYESIAN HIERARCHICAL MODELING OF SPATIAL AND TEMPORAL DEPENDENCIES BETWEEN EARTHQUAKES

Friday, March 28, 2003
12 Noon
SAMSI Lecture Room

ABSTRACT

In this talk we will start by presenting parts of an earthquake catalog over the time span 1932-1999 compiled by the Southern California Earthquake Center limited to the region 31 - 36 N, 115 - 120 W. Then a preliminary hierarchical Bayesian space-model in the spirit of Wikle, Berliner and Cressie (1998, Environmental and Ecological Statistics) will be presented. In the model earthquakes are represented by potentials on a grid. The potential at each time and space point is decomposed into a time independent term, a short time term, a long time term and a strain term. Finally, we will give some thoughts on the implementation of the model.