An Efficient Frontier for Retirement Income by Dr. Wade Pfau
(Social Science Research Network) 
When I 
questioned Dr. Pfau about what he and his co-authors meant by the   
statement, "clients may wish to consider their retirement income 
strategies   more broadly than relying solely on systematic withdrawals 
from a volatile   portfolio" in the paper "The 4% Rule is Not Safe in a 
Low-Yield World" (see   below), he responded by referring me to this new
 paper to be published in   the February issue of The Journal of 
Financial Planning.
  
The paper 
uses Monte Carlo simulations and "current market" assumptions to   
determine an efficient frontier of investment allocations that best meet
 the   two competing financial objectives for retirement defined by Dr. 
Pfau:    "satisfying spending goals and preserving financial assets."  
He examines   allocations involving six different types of investments. 
 Based on his   methodology and assumptions, he concludes that the 
efficient frontier for a   hypothetical 65-year old couple consists of 
combinations of stock and   fixed single premium immediate annuities.
   
This is another excellent
 paper from Dr. Pfau that should be useful in   helping retirees develop
 or refine their investment strategy.  However, the   approach suggested
 doesn't appear to provide guidance on how adjustments are   made in 
later years for deviations from the spending plan, actual investment   
experience, changes in health or changes in initial assumptions.  
Perhaps he   anticipates that the client and financial planner will meet
 periodically to   re-run the model and make appropriate adjustments.  
In any case, I look   forward to further research by Dr. Pfau using this
 model, particularly  inclusion of qualified longevity annuity contracts
 in the investment allocation  mix.