The convergence of infinite sequences of random variables is discussed and various modes of stochastic convergence are introduced. The convergence of infinite series of random variables as well as some concepts of a 'stochastic calculus' are investigated. These results are applied to a discussion of strong limit theorems and to characterization problems. (Author)