The standard approach to measuring portfolio risk - regressing portfolio returns on market returns - seriously understates the risk of venture capital, buyouts (private equity), real estate, and other alternative assets not traded in active markets. Institutional investors, having a sense of the...

According to the often-cited CapCo study (2003) about hedge fund failures, 50% of the failures were driven by Operational Risk. Not only for hedge funds, but also for other asset management companies – such as private equity companies, family offices or independent asset managers - operational...

For alternative assets such as venture capital, buyouts (private equity), real estate, etc., the standard regression of portfolio returns on market returns to measure risk produces risk measures that are not credible. Institutional investors, doubting such measures, instead often use either some...

Risk models commonly used in practice disregard the diversifiable risk of LP's PE portfolios. Based on a unique data set we find evidence that the relevance of idiosyncratic portfolio risk might be underrated. Our simulation results show that diversification across the number deals significantly...

Monthly return distributions of many private equity and hedge funds indices exhibit a set of distinctive statistical properties; such as skewness, fat-tails, and first-order serial correlation; and if these are ignored then the calculation of risk-return performance measures, asset allocation or...

This text explores the current state of the art in quantitative investment management across seven key areas. Chapters by academics and practitioners working in leading investment management organizations bring together major theoretical and practical aspects of the field.

In this paper we propose an integrated approach to assessing risk for alternative investment funds, both at micro and macro (market) level. Building upon the experience and practice in European Supervisory Agencies and different National Competent Authorities on assessing risk for other type of...