Machine learning techniques in nested stochastic simulations for life insurance

Author:

Castellani Gilberto1,Fiore Ugo2,Marino Zelda2,Passalacqua Luca1,Perla Francesca2ORCID,Scognamiglio Salvatore2,Zanetti Paolo2

Affiliation:

1. Department of Statistical Sciences Sapienza University Rome Italy

2. Department of Management Studies and Quantitative Methods Parthenope University Naples Italy

Publisher

Wiley

Subject

Management Science and Operations Research,General Business, Management and Accounting,Modelling and Simulation

Reference38 articles.

1. Offic J Europ Union 2009 L 335 Directive 2009/138/EC of the European parliament and of the Council of 25 November 2009 on the taking‐up and pursuit of the business of insurance and reinsurance

2. Relevant applications of Monte Carlo simulation in Solvency II

3. Nested Simulation in Portfolio Risk Measurement

4. On the calculation of the solvency capital requirement based on nested simulations;Bauer D;ASTIN Bull J IAA,2012

5. Inside the Solvency 2 Black Box: Net Asset Values and Solvency Capital Requirements with a least-squares Monte-Carlo approach

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