RT Journal Article SR Electronic T1 Simulation-Based Spending Rules for Investment Funds JF The Journal of Wealth Management FD Institutional Investor Journals SP 20 OP 26 DO 10.3905/jwm.2002.320451 VO 5 IS 3 A1 Bala G. Arshanapalli A1 Edmond L. D'Ouville A1 William B. Nelson YR 2002 UL https://pm-research.com/content/5/3/20.abstract AB The authors focus on the problem of determining the most appropriate cash withdrawal plan from an investment portfolio and investigate different methodologies. They note that economic theory suggests that an optimal spending rule needs to maximize some multi-period utility function, but argue that this is merely a formal restatement of the problem and not an operational solution. They suggest that an important consideration should be the volatility or variability of the cash withdrawal stream over time. They fault market-based spending rules arguing that spending then reflects the volatility of the investment portfolio. Noting that the use of Monte Carlo techniques to determine spending plans is growing, they show that there exist certain flaws in the way simulation is used to address this cash withdrawal problem. They ultimately argue that the plans generated by a simulation approach are essentially equivalent to other approaches, require the same type of evaluation, and offer little not already available to planners facing this situation.