Characterizing a Joint Probability Distribution by Conditionals
Andrew Gelman, Terence Paul Speed · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1993
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.