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This paper provides an introduction to multivariate non-parametric hazard model for the occurrence of earthquakes since the hazard function denes the statistical distribution of inter-event times. The method is ap- plied to the Turkish seismicity since a signicant portion of Turkey is subject to frequent earthquakes and presents several advantages compared to other more traditional approaches. Destructive earthquakes from 1903 to 2009 be- tween the longitudes of (39-42)N and the latitudes of (26-45)E are used. The paper demonstrates how seismicity and tectonics/physics parameters that can potentially inuence the spatio-temporal variability of earthquakes and presents several advantages compared to more traditional approaches.

A Multivariate Non-Parametric Hazard Model for Earthquake Occurrences in Turkey