The detailed studies of the books The Doctrine of Chances a Annuities of Lives in the XXth century lead to the conclusion that de Moivre as the first mathematician deduced and used the normal and Poisson distributions as certain limits of the binomial distribution and that he has the primacy also in the introduction and applications of the discrete as well as continuous uniform distributions.