Beyond Picking Winners: Correlation-Driven Tail Risk in Venture Capital Portfolio Construction

Yunqi Liang, Hasan Ugur Koyluoglu, Fuat Alican +1

We propose a Gaussian-copula-based framework that learns deal-level dependence directly from observed joint success frequencies across founder, geography, and market attributes. Ho…