研究生: |
何佳紋 Chia-Wen Ho |
---|---|
論文名稱: |
利率過程中的跳躍現象 On jumps in the interest rate |
指導教授: |
周若珍
Rouh-Jane Chou |
口試委員: | |
學位類別: |
碩士 Master |
系所名稱: |
理學院 - 統計學研究所 Institute of Statistics |
論文出版年: | 2006 |
畢業學年度: | 94 |
語文別: | 英文 |
論文頁數: | 47 |
中文關鍵詞: | 高斯-卜瓦松-事件 、吉氏抽樣 、利率選擇權 、跳躍-擴散 |
外文關鍵詞: | Gaussian-Poisson-event, Gibbs sampler, interest rate option, jump-diffusion |
相關次數: | 點閱:2 下載:0 |
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近年來,跳躍-擴散模型常被用來描述利率的變化。本論文的主要目的即以跳躍模型為基礎,提供一個預測利率及評價利率型衍生性金融商品的方法。此方法為找出跳躍的時點並將其與總體經濟或聯邦準備理事會公開市場委員會的相關事件進行對照,以找出跳躍發生的原因。實證研究發現,聯邦儲備利率的跳躍現象發生的頻率較三個月國庫券殖利率頻繁,其原因可能是因為聯邦儲備利率較易直接受聯邦儲備局公開市場操作的影響。另外,透過了解跳躍現象發生的原因也有助於評價利率選擇權。
Jump-diffusion models have been suggested to fit most interest rate processes. The aim of this thesis is to propose a procedure for forecasting the interest rate and pricing the options based on it. This procedure, considering of detecting possible jumps and relating them with economic and monetary events, is applied to the Fed funds rate and 3-month T-bill rate processes. It is seen that the proposed Gaussian-Poisson-event model fits both series better than the pure Gaussian model does. Also seen is there are more jumps in the Fed funds rate than in the yield, a result that is due to the direct impact of the Fed events to Fed funds rate. Empirical studies show that the information about jumps is helpful for the pricing of the interest rate options.
Ahn, C.M., H.E. Thompson (1988). Jump-diffusion process and the term structure of interest rates, Journal of Finance, 43(1), 155-174.
Attari, M. (1999). Discontinuous interest rate processes: An equilibrium model for bond option prices, Journal of Financial and Quantitative Analysis, 34(3), 293-322.
Balduzzi, P., E.J. Elton and T.C. Green (2001). Economic news and bond prices: evidence from the US treasury market, Journal of Financial and Quantitative Analysis, 36(4), 523-543.
Black, F. and M. Scholes (1973). The pricing of options and corporate liabilities, Journal of Political Economy, 81, 637-654.
Chacko, G. and S.R. Das (2002). Pricing interest rate derivatives: A general approach, The review of financial studies, 15(1), 195-241.
Chacko, G. and L.M. Viceira (2003). Spectral GMM estimation of continuous-time processes, Journal of Econometrics, 116, 259-292.
Christiansen, C. and C. Hansen (2002). Implied volatility of interest rate options:an empirical investigation of the market model, Review of Derivatives Research, 5, 51-80.
Cox, J.C., J. Ingersoll, and S. Ross (1985). A theory of the term structure of interest rates, Econometrica, 53, 385-407.
Das, S.R. and R.J. Sundaran (1999). Of smiles and smirks: A term structure perspective, Journal of Financial and Quantitative Analysis, 34(2), 211-239.
Das, S.R. (2002). The surprise element: jumps in the interest rates, Journal of Econometrics, 106, 27-65.
Duan, J.C. (1995). The GARCH option pricing model, Mathematical Finance, 5, 13-32.
Ederington, L.H. and J.H. Lee (1993). How markets process information: news releases and volatility, Journal of Finance,48(4), 1161-1191.
Glasserman, P. and S.G. Kou (2003). The term structure with simple forward rate with jump risk, Mathematical Finance, 13(3), 383-410.
Guan, L.K., C.T. Ting and M. Warachka (2005). The implied jump risk of LIBOR rates, Journal of Banking&Finance, 29, 2503-2522.
Heston, S.L. (1993). A close-form solution for options with stochastic volatility with applications to bond and currency options, The Review of Financial Studies, 10(1), 53-75.
Ho, T., S.B. Lee (1986). Term structure movements and the pricing of interest rate contingent claims, Journal of Finance, 41,1011-1029.
Johannes, M. (2004). The statistical and economic role of jumps in continuous-time interest rate models, Journal of Finance, 59(1), 227-260.
Jones, C.M., O. Lamont and R.L. Lumsdaine (1998). Macroeconomic news
and bond market volatility, Journal of Financial Economics, 47, 315-337.
Kou, S.G. (2002). A jump-diffusion model for option pricing, Management Science, 48, 1068-1101.
Lewis, A. (2000). Option valuation under stochastic volatility, Financial Press, Newport Beach, CA.
Lin, S.J. and Huang M.T. (2001). Estimating jump-diffusion models using the MCMC simulation, the 10th Conference on the Theories and Practices of Securities and Financial Markets, Kaohsiung, Taiwan.
Macbeth, J.D. and L.K. Merville (1979). An empirical examination of
the Black Scholes call option pricing model, Journal of Finance, 34(5), 1173-1186.
Merton, R.C. (1976). Option pricing when underlying stock return is discontinuous, Journal of Financial Economics, 3, 125-144.
Piazzesi M. Bond yields and the Federal Reserve, Journal of political economy,113(2), 311-343.
Rubinstein, M. (1985). Nonparametric tests of alternative option pricing models using all reported trades and quotes on the 30 most active CBOE option classes from August 23, 1976, Journal of finance, 40, 455-480.
Sheikh, A.M. (1991). Transaction data of S&P 100 call option pricing, Journal of
financial and quantitative analysis, 26(4), 459-475.
Vasicek, O. (1977). An equilibrium characterization of the term structure, Journal of Financial Economics, 5, 177-188.