Before revision:  We extend our previous work, Bayraktar et al. 2014a, Section 3.1, in two important ways: (1) we assume that the individual consumes from her investment account, and (2) we add a risky asset to the financial market.
After revision:  We extend Bayraktar and Young (2015) by allowing the individual to purchase term life insurance to reach her bequest goal. The premium rate for life insurance, h, serves as a parameter to connect two seemingly unrelated problems. As the premium rate approaches 0, covering the bequest goal becomes costless, so the individual simply wants to avoid ruin that might result from her consumption. Thus, as h approaches 0, the problem in this paper becomes equivalent to minimizing the probability of lifetime ruin, which is solved in Young (2004). On the other hand, as the premium rate becomes arbitrarily large, the financial market.