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Machine Learning in Least-Squares Monte Carlo Proxy Modeling of Life Insurance Companies

Under the Solvency II regime, life insurance companies are asked to derive their solvency capital requirements from the full loss distributions over the coming year. Since the industry is currently far from being endowed with sufficient computational capacities to fully simulate these distributions,...

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Bibliografski detalji
Glavni autori: Anne-Sophie Krah, Zoran Nikolić, Ralf Korn
Format: Artigo
Jezik:Inglês
Izdano: MDPI AG 2020-02-01
Serija:Risks
Teme:
Online pristup:https://www.mdpi.com/2227-9091/8/1/21
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