Probability in the Engineering and Informational Sciences · 2005 · 94 citations · 3 references
Natural SciencesBiostatisticsMathematicsProbability TheoryStatisticsStochastic ModelingBranching ProcessesComputational StatisticsMonte Carlo MethodsMonte Carlo SimulationSimulation MethodsStatistical InferenceConfidence Interval EvaluationConfidence Interval MethodologyMonte Carlo EstimationMonte Carlo Simulation ModelingRare Event EstimationRare Event ModelingRare-event SimulationSplitting
This article deals with estimations of probabilities of rare events using fast simulation based on the splitting method. In this technique, the sample paths are split into multiple copies at various stages in the simulation. Our aim is to optimize the algorithm and to obtain a precise confidence interval of the estimator using branching processes. The numerical results presented suggest that the method is reasonably efficient.
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The Theory of Branching Processes
Peter Ney, T. E. Harris · Technometrics · 1965 · 2.5K citations
Engineering, Mathematics, Physics +12
Genetic genealogical models in rare event analysis
Frédéric Cérou, Pierre Del Moral, François Le Gland et al. · 2006 · 79 citations · Full text
Engineering, Genetics, Physics +15