In this paper, we derive a Lundberg type result fur asymptotic ruin probabi
lities in the case of a risk process with dependent increments. We only ass
ume that the probability generating functions exist, and that their logarit
hmic average converges. Under these assumptions we present an elementary pr
oof of the Lundberg limiting result, which only uses simple exponential ine
qualities, and does not rely on results from large deviation theory. Moreov
er, we use dependence orderings to investigate, how dependencies between th
e claims affect the Lundberg coefficient. The results are illustrated by se
veral examples, including Gaussian and AR(1)-processes, and a risk process
with adapted premium rules. (C) 2001 Elsevier Science B.V. All rights reser
ved.