The Inverted Bathtub Distribution, from Victor Niederhoffer
A nice technical statistical study of the inverted bathtub distribution for life expectancy data increasing hazard rate up to say 5 years, then decreasing is contained in this article. It would be interesting to fit the yearly % changes to such inverted bathtub type exponential distributions.