TY - JOUR AU - Driessen,Joost AU - Lin,Tse-Chun AU - Phalippou,Ludovic TI - A New Method to Estimate Risk and Return of Non-Traded Assets from Cash Flows: The Case of Private Equity Funds JF - National Bureau of Economic Research Working Paper Series VL - No. 14144 PY - 2008 Y2 - June 2008 UR - http://www.nber.org/papers/w14144 L1 - http://www.nber.org/papers/w14144.pdf N1 - Author contact info: Joost Driessen University of Amsterdam E-Mail: j.j.a.g.driessen@uva.nl Tse-Chun Lin Finance Group Universiteit van Amsterdam Roetersstraat 11 1018WB Amsterdam The Netherlands E-Mail: T.C.Lin@uva.nl Ludovic Phalippou University of Amsterdam E-Mail: L.Phalippou@uva.nl M3 - presented at "New World of Private Equity Conference", April 4-5, 2008 AB - We develop a new GMM-style methodology with good small-sample properties to assess the abnormal performance and risk exposure of a non-traded asset from a cross-section of cash flow data. We apply this method to a sample of 958 mature private equity funds spanning 24 years. Our methodology uses actual cash flow data and not intermediary self-reported Net Asset Values. In addition, it does not require a distributional assumption for returns. For venture capital funds, we find a high market beta and significant under-performance. For buyout funds, we find a low beta and no abnormal performance, but the sample is small. Larger funds have higher returns due to higher risk exposures and not higher alphas. We also find that Net Asset Values significantly overstate fund market values for the subset of mature and inactive funds. ER -