Preston, Glei, and Wilmoth (2010) recently proposed an innovative regression-based method for estimating smoking-attributable mortality in developed countries based on observed lung cancer death rates. Their estimates for females, however, differ appreciably from some published estimates. This article presents a modified version of the Preston, Glei, and Wilmoth method that includes an age-peri...