Olga Krasotkina

Markov Processes International LLC

25 Maple Street

Summit, NJ 07901

United States

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Modeling Private Equity: A Machine-Learning Approach

Number of pages: 65 Posted: 06 May 2019 Last Revised: 25 Aug 2020
Apollon Fragkiskos, Olga Krasotkina, Harold D. Spilker III and Russ Wermers
Barings, Markov Processes International LLC, University Of Hawaii At Manoa, Shidler College of Business and University of Maryland - Robert H. Smith School of Business
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Abstract:

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Private Equity, Buyout Funds, Time-Series, Supervised Machine Learning, Jackknife, Cross-Validation, Factor Modeling, Long Horizons, Overlapping Observations