This paper presents the case for modeling asset price processes as purely discontinuous processes of ̄nite variation with an in ̄nite arrival rate of jumps that have arrival rates completely monotone in the jump size. The arguments address both the empirical realities of asset returns and the implications of the economic principle of no arbitrage. Two classes of economic models meeting these con...