THE DYNAMICS OF PRIVATE EQUITY FUNDS WHEN DRAWDOWNS, PERFORMANCES AND DISTRIBUTIONS ARE CORRELATED
Etienne de Malherbe
Abstract
The dynamics of a private equity fund is split into three components: the drawdowns from the committed capital paid into the fund; the performances of the investments effected by the fund; and the distributions of dividends and investment proceeds taken out of the fund. Three different but correlated diffusion processes model the three components. To keep the model tractable, a standard lognormal process is utilized for the dynamics of the investment performances and two Ornstein–Uhlenbeck processes are utilized for the dynamics of the drawdowns and the distributions. The cases of a standard and a quadratic Ornstein–Uhlenbeck process are successively examined. To complete the modeling framework, a fourth lognormal variable representing the biases and errors in the net asset values reported by the fund is introduced.
Evidence weight
Balanced mode · F 0.40 / M 0.15 / V 0.05 / R 0.40
| F · citation impact | 0.50 × 0.4 = 0.20 |
| M · momentum | 0.50 × 0.15 = 0.07 |
| V · venue signal | 0.50 × 0.05 = 0.03 |
| R · text relevance † | 0.50 × 0.4 = 0.20 |
† Text relevance is estimated at 0.50 on the detail page — for your query’s actual relevance score, open this paper from a search result.