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- W4308440317 endingPage "104225872211282" @default.
- W4308440317 startingPage "104225872211282" @default.
- W4308440317 abstract "We examine how machine learning (ML) predictions of high-growth enterprises (HGEs) help a budget-constrained venture capitalist source investments for a fixed size portfolio. Applying a design science approach, we predict HGEs 3 years ahead and focus on decision (not statistical) errors, using an accuracy measure relevant to the decision-making context. We find that when the ML procedure adheres to the budget constraint and maximizes the accuracy measure, nearly 40% of the HGE predictions are correct. Moreover, ML performs particularly well where it matters in practice—in the upper tail of the distribution of the predicted HGE probabilities. JEL Classification: C53, D22, L25" @default.
- W4308440317 created "2022-11-11" @default.
- W4308440317 creator A5025739042 @default.
- W4308440317 creator A5038243193 @default.
- W4308440317 creator A5038310844 @default.
- W4308440317 creator A5064773617 @default.
- W4308440317 date "2022-11-06" @default.
- W4308440317 modified "2023-09-28" @default.
- W4308440317 title "Ex Ante Predictability of Rapid Growth: A Design Science Approach" @default.
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