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IPOs, trade sales and liquidations: Modelling venture capital exits using survival analysis

Journal of Banking & Finance 2007 31(3), 679-702
This paper examines the dynamics of exit options for US venture capital funds. Using a sample of more than 20,000 investment rounds, we analyze the time to ‘IPO’, ‘trade sale’ and ‘liquidation’ for 6000 VC-backed firms. We model these exit times using competing risks models, which allow for a joint analysis of exit type and exit timing. The hazard rate for IPOs are clearly non-monotonic with respect to time. As time flows, VC-backed firms first exhibit an increased likelihood of exiting to an IPO. However, after having reached a plateau, non-exited investments have fewer possibilities of IPO exits as time increases. This sharply contrasts with trade sale exits, where the hazard rate is less time-varying. We further provide evidence on the impact of economic factors such as syndicate size and composition, geographical location and VC value adding, on exit outcomes.

Are novice private equity funds risk-takers? Evidence from a comparison with established funds

Journal of Corporate Finance 2014 27, 55-71
This paper explores whether private equity firms that are new to the industry take excessive risks relative to funds from established firms. We use differences between the implicit incentives of managers of experienced and of novice funds as an identification strategy. We find that novice funds invest more slowly than experienced funds, contradicting the risk-taking hypothesis. However, the size of their investments, in value and as fraction of fund size, is larger; this could be consistent with risk-shifting by novice funds but also with alternative hypotheses. We find that the size difference increases over time and is absent from buyout investments. We also find that novice funds tend to underperform most dramatically for early large investments, and that the size of their investments increases after a first successful exit. These and other findings are in conflict with the excessive risk-taking hypothesis, but largely consistent with alternative explanations that emphasize differences in expertise.