Abstract:
The paper shows that for a random walk with a skip-free component, distributions of certain first passage times and hitting points are infinitely divisible. The proofs are elementary and based on an algebraic approach to the classical Lagrange formula. This approach permits us to write explicitly the respective Levy measures.