Marshall School of Business
University of Southern California
3670 Trousdale Parkway
Los Angeles, CA 90089
Institutional Affiliation: University of Southern California
NBER Working Papers and Publications
|August 2013||Risk-Adjusting the Returns to Venture Capital|
with Stefan Nagel: w19347
Performance evaluation of venture-capital (VC) payoffs is challenging because payoffs are infrequent, skewed, realized over endogenously varying time horizons, and cross- sectionally dependent. We show that standard stochastic discount factor (SDF) methods can be adapted to handle these issues. Our approach generalizes the Public Market Equivalent (PME) measure commonly used in the private-equity literature. We find that the abnormal returns from both VC funds and VC start-up investments are robust to relaxing the strong distributional assumptions and implicit SDF restrictions from the prior literature: VC start-up investments earn substantial positive abnormal returns, and VC fund abnormal returns are close to zero. We further show that the systematic component of start-up company and VC ...
Published: “Risk-Adjusting the Returns to Venture Capital” (with Arthur Korteweg), Journal of Finance, Volume 71, Issue 3 June 2016 Pages 1437–1470 citation courtesy of
|March 2012||Estimating Loan-to-Value and Foreclosure Behavior|
with Morten Sorensen: w17882
We develop and estimate a unified model of house prices, loan-to-value ratios (LTVs), and trade and foreclosure behavior. House prices are only observed for traded properties, and trades are endogenous, creating sample-selection problems for traditional estimators. We develop a Bayesian filtering procedure to recover the price path for each individual property and produce selection-corrected estimates of historical LTVs and foreclosure behavior, both showing large unprecedented changes since 2007. Our model reduces the index revision problem by nearly half, and has applications in economics and finance (e.g., pricing mortgage-backed securities).