Efficient testing of earthquake forecasting models

作者: David A. Rhoades , Danijel Schorlemmer , Matthew C. Gerstenberger , Annemarie Christophersen , J. Douglas Zechar

DOI: 10.2478/S11600-011-0013-5

关键词: Central limit theoremEarthquake forecastingTest (assessment)EconometricsNormalitySeismic hazardConsistency (statistics)Exact testComputer sciencePredictability

摘要: Computationally efficient alternatives are proposed to the likelihood-based tests employed by Collaboratory for Study of Earthquake Predictability assessing performance earthquake likelihood models in forecast testing centers. For conditional L-test, which consistency catalogue with a model, an exact test using convolutions distributions is available when number earthquakes period small, and central limit theorem provides approximate large. Similar methods R-test, compares likelihoods two competing models. However, like N-test fundamentally data model. We propose alternative test, based on classical paired t-test, more directly compare Although predicated normality assumption, this new T-test not computer-intensive, easier interpret than becomes increasingly dependable as increases.

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