Financial Analysts Journal · 2002 · 88 citations · 2 references
BusinessFinanceRisk ManagementBudgetingFinancial EconomicsPortfolio ManagementFactor ModelsMarket RiskPension FundsPortfolio Risk ManagementPortfolio TheoryRisk-return AnalysisAsset-liability ValuationDisaggregationFund Performance RiskMean-variance AnalysisPension Fund InvestingPension Investment ReturnsRisk-based BudgetingStatistical Factor Models
Pension fund portfolio risk cannot be described as the sum of individual component risks due to strong return correlations, although expected returns can be summed. The paper develops mean–variance procedures for setting risk targets and monitoring pension fund components, incorporating liabilities to align with asset‑liability goals. The authors employ factor models, aggregation and disaggregation techniques, and liability‑adjusted mean–variance analysis to track risk deviations. They show that marginal risk–return relationships provide an economic rationale for existing risk‑budgeting practices and discuss practical issues for implementation.
This article describes a set of mean–variance procedures for setting targets for the risk characteristics of components of a pension fund portfolio and for monitoring the portfolio over time to detect significant deviations from those targets. Because of the significant correlations of the returns provided by the managers of a typical defined-benefit pension fund, the risk of the portfolio cannot be characterized as simply the sum of the risks of the individual components. Expected returns, however, can be so characterized. I show that the relationship between marginal risks and implied expected excess returns provides the economic rationale for the risk budgeting and monitoring being implemented by a number of pension funds. I then show how a fund's liabilities can be taken into account to make the analysis consistent with goals assumed in asset/liability studies. I also discuss the use of factor models and aggregation and disaggregation procedures. The article concludes with a short discussion of practical issues that should be addressed when implementing a pension fund risk-budgeting and -monitoring system.
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William F. Sharpe, Lawrence G. Tint · The Journal of Portfolio Management · 1990 · 348 citations