5. Life Expectancy Probability Density Women live much longer than men with a mean life expectancy at birth of 80.2 years vs 75.1 years for men.
6. Life Expectancy Probability Density starting at age 65 Focusing on Women account for a majority of the elder-age cohorts.
7. The remaining life expectancy gender gap declines rapidly at middle age and beyond At birth women remaining life expectancy is 5 years longer than men. By age 55 the difference shrinks to 3.4 years. By 75, it is only 2 years.
8. Difference in remaining life expectancy at age 65 + Focusing on age cohorts 65+ is an effort to eliminate risk taking behavior differences between the genders earlier in life.
10. Survival Rate Curve starting at 65 This is important information, we will soon regress those curves in order to evaluate annuities for male and female.
11. Is an Annuity an attractive investment? This table was copied from a real life insurer. Are those monthly payments providing the annuity investor with an attractive rate of return?
12. Annuitizing at 65 years old Men receive higher monthly annuity payments resulting in higher IRR for any given life span. But, women live longer. However, we know the remaining life expectancy gender gap decreases rapidly beyond 65. Are those returns fair gender wise? Assuming long term inflation is around 3% to 3.5%, males have to live till 82.5 years old and females till 86 years old for the respective IRRs to meet inflation levels. If you factor in taxes, individuals have to live even longer.
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14. Annuities return @65 This table shows that given a Survival Probability of 50% associated with specific respective age(s) a Male will earn an IRR of 3.27% and a Female an IRR of 3.32%. Those IRRs, not factoring taxes, are close to reasonable inflation expectations. This table shows that given a 3.0% IRR a Male has a 51.9% probability of reaching the required age to earn such IRR and a Female has a 53.4% probability.
15. Gender Fairness? Green areas are relatively favorable to a gender. Red areas are unfavorable to a gender. It boils down to Males having a slightly broader distribution of IRR outcomes vs Females. But, the outcomes are pretty much centered around the same values (IRRs associated with 50% survival probability.
16. Annuities return @70 We did the same exercise for annuitants starting at age 70 instead of 65. We developed two regression models with the same variables to replicate the Survival Probability Curves. They also fit such curves very closely with R Square ~ 1 and Standard Errors of only 0.04% for Males and 0.14% for Females. As for the 65 year old annuitants, we conclude that the distribution of IRR outcomes is a bit wider for Males. But, such outcomes are centered around pretty much the same values (Medians) suggesting the annuities are reasonably fair to both genders.
17. Annuities @65 vs @70 With this life insurer, it does not pay to defer taking annuity payments from 65 to 70 years old. Somehow, the annuity at 70 years old is too low. What should the @70 annuity be reset at to be equivalent to the @65 one?
18. Annuities @65 vs Adjusted @70 We increased the @70 annuity so that the probability of reaching a 3% IRR was closed to even between the @65 vs @70 annuity.