Alan Biller and Associates
 
 
 
 
Asset Allocation

Asset allocation is the single most important investment decision a client will make. We develop asset allocation policies to provide the highest level of confidence that our client’s investment objectives will be met over their time horizon. All of our integrated asset-liability analyses take into account market uncertainty. Our experience in this field goes back to the mid-1970’s when we worked on the very first stochastic asset-liability optimization model.

Our first step is to understand our client’s financial objectives and requirements. We then develop realistic assumptions concerning expected returns, volatility and return correlations for each asset class, including hedge funds, commodities, and private equity. We analyze this data using our proprietary asset allocation simulation models. Based on thousands of scenarios, we determine the probabilities that the client’s objectives will be met and cash flow needs satisfied under different asset allocations. After performing sensitivity analyses, we document and present our findings and recommendations to the client for their review and decision.

We recommend that asset allocation policies be reviewed whenever it appears that our client's needs or capital markets expectations have changed significantly.