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2015 | nr 41 | 81--93
Tytuł artykułu

Least-Squares Monte Carlo Simulation for Time Value of Options and Guarantees Calculation

Treść / Zawartość
Warianty tytułu
Języki publikacji
EN
Abstrakty
EN
The article presents an application of least-squares Monte Carlo concept to calculation of Time Value of Options and Guarantees - Market Consistent Embedded Value component. Previously used in American-type options' valuation, this method proved to be a very effective and time-saving tool. The paper summarizes analysis performed on the theoretical Open Pension Fund portfolio (based on Polish market average data). (original abstract)
Rocznik
Numer
Strony
81--93
Opis fizyczny
Twórcy
  • University of Warsaw
Bibliografia
  • Andreatta, Giulia and Stefano Corradin. 2003. Valuing the Surrender Options Embedded in a Portfolio of Italian Life Guaranteed Participating Policies: a Least Squares Monte Carlo Approach. http://www.realoptions.org/papers2004/Corradin031015.pdf (accesed 08.09.2015).
  • Bauer, Daniel, Daniela Bergmann and Andreas Reuss. 2009. Solvency II and Nested Simulations - a Least-Squares Monte Carlo Approach. http://www.ressources-actuarielles.net/EXT/ISFA/1226.nsf/0/3690458b48d11a78c12579ae00695536/$FILE/93_final paper_Bauer, et al.pdf (accesed 08.09.2015).
  • Bacinello, Anna R. 2003. "Pricing guaranteed life insurance participating policies with annual premiums and surrender option." North American Actuarial Journal 7(3):1-17.
  • Ballotta, Laura and Steven Haberman. 2002. Guaranteed annuity conversion options and their valuation. Faculty of Actuarial Science and Statistics, Cass Business School, City University London. https://www.casact.org/education/specsem/sp2003/papers/Ballotta-Haberman.pdf (accesed 08.09.2015).
  • Bernard, Carol and Christiane Lemieux. 2008. "Fast simulation of equity-linked life insurance contracts with a surrender option." Proceedings of the 2008 Winter Simulation Conference, 444-452. http://www.informs-sim.org/wsc08papers/052.pdf (accesed 08.09.2015).
  • Dimitrakopoulos, Georgios. 2013. Least-Squares Monte Carlo Simulation and High Performance Computing for Solvency II Regulatory Capital Estimation. Manchester Business School. https://www.escholar.manchester.ac.uk/api/datastream?publicationPid=uk-ac-man-scw:212191&datastreamId=FULL-TEXT.PDF (accesed 08.09.2015).
  • Hörig, Mario and Michael Leitschkis. 2012. Solvency II Proxy Modelling via Least Squares Monte Carlo. Millman Research Report, January 2012. http://ch.milliman.com/uploadedFiles/insight/life-published/solvency-II-proxy-modelling.pdf (accesed 08.09.2015).
  • Longstaff, Francis A. and Eduardo S. Schwartz. 2001. "Valuing American Options by Simulation: A Simple Least-Squares Approach." The Review of Financial Studies 14(1): 113-147.
  • Moreno, Manuel and Javier Navas. 2003. "On the Robustness of Least-squares Monte Carlo (LSM) for Pricing American Derivatives." Review of Derivatives Research 6: 107-128.
  • Teuguia Oberlain Nteukam, Jiaen Ren and Frédéric Planchet F. 2014. Internal Model In Life Insurance: Application of Least Squares Monte Carlo in Risk Assessment. Laboratoire de Sciences Actuarielle et Financière. http://docs.isfa.fr/labo/2014.12.pdf (accesed 08.09.2015).
  • Sabry A. Abdel Sabour and Richard Poulin. 2006. "Valuing Real Capital Investments Using The Least-Squares Monte Carlo Method." The Engineering Economist 51(2): 141-160.
  • Rodrigues, Artur and Manuel J. Rocha Armada. 2006) The Valuation of Real Options with the Least Squares Monte Carlo Simulation Method. http://papers.ssrn.com/sol3/papers.cfm?abstract_id=887953 (accesed 08.09.2015).
  • Stentoft, Lars. 2002. "Convergence of the Least Squares Monte Carlo Approach to American Option Valuation." School of Economics and Management, University of Aarhus. http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.124.3138&rep=rep1&type=pdf (accesed 08.09.2015).
  • Vasicek, Oldrich. 1977. "An Equilibrium Characterisation of the Term Structure". Journal of Financial Economics 5(2): 177-188.
  • Vedani, Julien and Laurent Devineau. 2012. Solvency assessment within the ORSA framework: issues and quantitative methodologies. http://www.actuaries.org/lyon2013/papers/AFIR_Vedani_Devineau.pdf (accesed 08.09.2015).
  • Quiyi, Jia. 2009. Pricing American Options using Monte Carlo Methods. U.U.D.M. Project Report 2009:8. Deaprtment of Mathematics, Uppsala University. http://www.diva-portal.org/smash/get/diva2:301061/FULLTEXT01.pdf (accesed 08.09.2015).
Typ dokumentu
Bibliografia
Identyfikatory
Identyfikator YADDA
bwmeta1.element.ekon-element-000171386739

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