Publication | Closed Access
Numerical Computation of Multivariate Normal Probabilities
953
Citations
6
References
1992
Year
Mathematical ProgrammingNumerical AnalysisEngineeringMonte CarloDifficult ProblemGaussian ProcessMonte Carlo MethodComputer EngineeringAvailable SoftwareMultivariate Normal ProbabilitiesProbability TheoryModeling And SimulationMarkov Chain Monte CarloMonte Carlo SamplingMultivariate ApproximationMultivariate Normal ProbabilitySequential Monte CarloStatistics
Abstract The numerical computation of a multivariate normal probability is often a difficult problem. This article describes a transformation that simplifies the problem and places it into a form that allows efficient calculation using standard numerical multiple integration algorithms. Test results are presented that compare implementations of two algorithms that use the transformation with currently available software. Key Words: Adaptive integrationMonte CarloMultivariate normal distribution
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