摘要(英) |
This study concentrates on the valuation and risk analysis of three distinct offshore structured product types: Fixed Coupon Notes (FCN) linked to equities, which is the most popular type of structured product in Asia; Bearish Sharkfin, a principal-protected structured product linked to an index; Dual Currency Notes (DCN) related to foreign exchange. Initially, the study analyzes the target investors and characteristics of each product, assuming the underlying price processes follow Geometric Brownian Motion and considers various factors such as product terms, volatility, risk-free rates, exchange rates, and correlation coefficients. The Monte Carlo simulation method is employed to model the stochastic process of the underlying assets, the expected returns from all sim-ulation outcomes are calculated, factoring in both market and issuer risks. The risk-free interest rate, augmented by the Credit Default Swap (CDS) rate of issuers, is applied as the discount rate to bring all expected returns to initial price, determining the theoretical value of the products. Utilizing the simulation results, the study calculates the probabil-ity of occurrence and expected returns for different scenarios within each product. Ul-timately, all potential outcomes are organized from the least to the most significant and are used to compute the Value at Risk (VaR) and Conditional Value at Risk (CVaR), these measures are designed to estimate the maximum loss at a given probability and the average loss when the loss exceeds a specific VaR condition. |
參考文獻 |
1. Dr. Son-Nan Chen, Structured Notes Innovation & Design, Shinlou Books, 2002
2. Dr. Son-Nan Chen, An introduction to financial engineering + Matlab computing, Shinlou Books, 2006
3. Dr. Son-Nan Chen, Financial Engineering, Shinlou Books, 2002
4. De-Zhong Huang, Pricing and Risk Analysis of Equity Structured Products, National Central University, 2021
5. Bao Hong Lin, The analysis of structured notes, National Central University, 2016
6. Tai Li Jiang, Risk Analysis of Multi-asset Equity Linked Structured Products, Na-tional Taiwan University of Science and Technology, 2022
7. Jin Xian Wu, Pricing Options on Stochastic Volatility Model: Based on Equity Linked Note and FX Linked Note, National Central University, 2016
8. Louis Bachelier, Théorie de la spéculation, Annales scientifiques de l’É.N.S. 3e série, tome 17, Pages 21-86, 1900
9. Kiyoshi Itô, On Stochastic Differential Equations, Memoirs of the American Mathe-mati-cal Society, 1951
10. Fischer Black and Myron Scholes, The Pricing of Options and Corporate Liabilities, Journal of political economy, 1973
11. Robert C. Merton, Theory of rational option pricing, The Bell Journal of Economics and Management Science, Vol. 4, No. 1, Pages 141-183, 1973
12. Steven L. Heston, A closed-form solution for options with stochastic volatility with applications to bond and currency options, The Review of Financial Studies, Volume 6, Issue 2, Pages 327–343, 1993
13. Stanislaw Ulam, The monte carlo method, Journal of the American Statistical Asso-ciation Volume 44, 1949
14. Phelim P. Boyle, OPTIONS: A MONTE CARLO APPROACH, Journal of Finan-cial Economics, Volume 4, Issue 3, Pages 323-338, 1977
15. RT Rockafellar and S Uryasev, Optimization of conditional value-at-risk, Journal of risk, 2000
16. John C. Hull, Options, Futures and Other Derivatives. Prentice-Hall, eighth edition, 2011
17. Geng Deng and Tim Husson, Valuation of Structured Products, The Journal of Al-ternative Investments, 2014
18. Andreas Blumke, How to Invest in Structured Products: A Guide for Investors and Asset Managers, 1st Edition, Wiley, 2009
19. Taiwan Depository Clearing Corporation: https://structurednotes.tdcc.com.tw
20. Bank for International Settlements: https://data.bis.org/ |