Abstract: This paper studies the relation between changes of probability measure and option pricing in a jump-diffusion model. By choosing different numeraire and corresponding probability measure, we give the formula of European options in a stochastic interest rate framework and get some results about exchange options and Asian options in jump-diffusion models.