Second order asymptotics for ruin probabilities in a renewal risk model with heavy-tailed claims

► We consider a renewal risk model with heavy-tailed claims. ► Second order asymptotics of ruin probabilities is established. ► A necessary and sufficient condition for the second order relation is provided. ► The sufficient condition on the claim size distribution is rather general.