Edrich, thank you for your comment and question. A colleague recommends: "Portfolio Choice with Puts: Evidence from Variable Annuities" (Financial Analysts Journal). Link to abstract: http://www.cfapubs.org/doi/abs/10.2469/faj.v64.n3.8