Following the ideas of Rosenbloom [7] and Hayman [5] we use a probabilistic way to study the asymptotic behavior of the coefficients of a power series. In this frame we give a convergence theorem to a normal distribution. We then apply the method of Luis Baez-Duarte [1] to the asymptotic study of the number of restricted partitions of a positive integer.