Risk Management for Hedge Funds: Introduction and Overview
回顾了对冲基金风险管理的独特方面,如生存偏差、动态风险分析、流动性和非线性,并举例说明其对经理和投资者的重要性,最后提出开发专门针对对冲基金的风险分析工具的研究议程。
Although risk management has been a well-plowed field in financial modeling for more than two decades, traditional risk management tools such as mean–variance analysis, beta, and Value-at-Risk do not capture many of the risk exposures of hedge-fund investments. In this article, I review several unique aspects of risk management for hedge funds—survivorship bias, dynamic risk analytics, liquidity, and nonlinearities—and provide examples that illustrate their potential importance to hedge-fund managers and investors. I propose a research agenda for developing a new set of risk analytics specifically designed for hedge-fund investments, with the ultimate goal of creating risk transparency without compromising the proprietary nature of hedge-fund investment strategies.