I'm not sure I'm thinking about this correctly, but I'm not sure that it's relevant that elderly men die younger than elderly women. I think it would only be a bias is they were dying at a faster rate, relative to their population size, than other groups. That is, the size of the elderly male population was shrinking compared with the elderly female population.