Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1993 · 108 citations · 4 references
Natural SciencesMathematicsProbability TheoryStatistical ModelingConditional ProbabilityJoint DistributionsMultivariate AnalysisProbability DistributionsConditional DistributionsConditional Probability ModelsJoint Probability AnalysisJoint Probability Density FunctionsMarginal DistributionsMarginal ProbabilityMultivariate Distributions
SUMMARY We derive conditions under which a set of conditional and marginal probability distributions will uniquely specify an all-positive joint distribution. Our theoretical result may yield insights into the construction and simulation of multivariate probability models.
4