§ 瀏覽學位論文書目資料
系統識別號 U0002-0106200701411300
DOI 10.6846/TKU.2007.01053
論文名稱(中文) 短期利率動態調整之實證研究
論文名稱(英文) An Empirical Comparison of Alternative Models of The Short-Term Interest Rate Dynamics.
第三語言論文名稱
校院名稱 淡江大學
系所名稱(中文) 財務金融學系碩士班
系所名稱(英文) Department of Banking and Finance
外國學位學校名稱
外國學位學院名稱
外國學位研究所名稱
學年度 95
學期 2
出版年 96
研究生(中文) 龍思筠
研究生(英文) Shih-Yun Lung
學號 694490557
學位類別 碩士
語言別 繁體中文
第二語言別
口試日期 2007-05-20
論文頁數 70頁
口試委員 指導教授 - 李命志
委員 - 邱建良
委員 - 王凱立
委員 - 鄭婉秀
關鍵字(中) 短期利率
非線性
GARCH
水準效果
GED
關鍵字(英) Short-term interest rate,
Nonlinearity,
GARCH
第三語言關鍵字
學科別分類
中文摘要
本研究利用美國三個月期國庫券利率與財務上短期利率模型來探討實際經濟社會短期利率之動態調整過程,並且考慮含有非常態誤差項的GARCH模型以捕捉隨時間變化的波動性和不連續利率移動的潛在影響。研究過程中使用最大概似估計法進行參數之估計與執行相關的模型檢定,試圖透過估計找出最佳實證配適效果之利率模型。本研究認為估計利率模型時單純採用非線性漂浮項設定並不恰當,因為實證結果發現不同的變異項型態與誤差分配的設定皆可能改變利率模型中對於非線性漂浮項的必要性,例如:非線性變異項之利率模型會降低模型中對於非線性漂浮項的需求。此外,本文實證結果顯示當模型中同時考慮水準效果並且假設誤差項服從GED分配之GARCH模型後,其利率模型大大降低了水準效果的參數估計值,因此本研究認為單獨考慮水準效果之利率模型對於解讀短期利率動態調整過程之波動性稍顯不足。
英文摘要
This paper provides a comprehensive analysis of the short-term interest rate dynamics based on the US interest rate and two flexible parametric specifications. By using the two parametric specifications, we proposed a flexible one-factor diffusion framework that encompasses most parametric specifications in the literature and considering GARCH-type models with non-normal innovations to capture the potential impact of time-varying volatility and discontinuous interest-rate movements. We estimated both sets of models on the US interest-rate series using the maximum likelihood estimation method and performed relevant likelihood tests.
The empirical research points out that the significant parameter estimates for the variance function indicating that the conditional variance of the interest-rate change is a nonlinear function of the interest-rate level. Neither the affine specification nor the CEV specification alone can fully capture this nonlinearity. Moreover, using a flexible diffusion specification and incorporating GARCH volatility and non-normal innovation can’t reduce the needs for a nonlinear drift specification.
第三語言摘要
論文目次
目 錄
第壹章 緒論	1
第一節 研究動機	1
第二節 研究目的	2
第三節 研究架構	3
第貳章 文獻回顧	5
第一節 短期利率之理論模型	5
第二節 短期利率模型之實證研究	11
第三節 短期利率之綜合分析	23
第叁章 研究方法	25
第一節 實證流程	25
第二節 時間序列資料檢定	26
第三節 模型架構	31
第四節 統計方法	39
第肆章 實證分析	45
第一節 資料描述	46
第二節 時間序列資料檢定	48
第三節 模型檢驗	51
第伍章 結論	63
參考文獻	65

表 目 錄
表2-1   短期利率模型之參數限制設定比較	12
表2-2   利率模型之參數設定比較	22
表3-1   本文模型架構與文獻模型整理	33
表3-2   漂浮項非線性檢定	43
表3-3   變異項聯合型態檢定	44
表3-4   考慮變異項模型之漂浮項非線性檢定	44
表3-5   GED-GARCH模型漂浮項非線性檢定	44
表4-1   美國三個月期國庫券利率之基本統計量	46
表4-2   美國三個月期國庫券利率最適落差期選取	48
表4-3   美國三個月期國庫券利率ADF單根檢定	49
表4-4   美國三個月期國庫券利率PP單根檢定	50
表4-5   ARCH效果檢定	51
表4-6   漂浮項非線性檢定	54
表4-7   變異項之聯合型態檢定	56
表4-8   考慮變異項模型之漂浮項非線性檢定	57
表4-9   GED-GARCH模型漂浮項非線性檢定	61
表4-10  各實證利率模型之參數估計值	62

圖 目 錄
圖一  實證分析流程	25
圖二  美國三個月期國庫券利率走勢圖	47
圖三  美國三個月期國庫券利率經一階差分走勢圖	47
參考文獻
一、國內部分
1.	何怡諄," 台灣短期利率之不對稱動態擴散研究 ",民國94年6月,私立淡江大學財務金融學系金融碩士班碩士論文。

2.	袁鴻毅," 短期利率模型之實證研究及外溢效果-以東亞之日韓台港新五國暨美國資料為研究對象 ",民國93年6月,國立中正大學財務金融研究所碩士論文。

3.	張美菁," 短期利率隨機變動模型之實證研究 ",民國89年6月,國立高雄第一科技大學金融營運系碩士論文。

4.	陳庭祥," 二因子無套利模型之實證研究 ",民國93年6月,私立淡江大學財務金融學系金融碩士班碩士論文。

5.	黃博怡、邱哲修、林卓民、陳建宏," 短期利率之動態條件變異與預測績效之探討 ",民國94年,金融風險管理季刊,第一卷,第二期,17-32。

二、國外部分
1.	Ahn, D-H. and Gao, B., 1999, "A parametric nonlinear model of term structure dynamics," Review of Financial Studies, vol. 12, 721-762.

2.	Aït-Sahalia, Y., 1996b, "Testing continuous-time models of the spot interest rate," Review of Financial Studies, vol. 9, 385-426.

3.	Bali, Turan G., 2000, "Testing the empirical performance of stochastic volatility models of the short-term interest rate," Journal of Financial and Quantitative Analysis, vol. 35, 307-327.

4.	Bali, Turan G. and Wu, Liuren, 2006, "A comprehensive analysis of the short-term interest-rate dynamics," Journal of Banking & Finance, vol. 30, 1269-1290.

5.	Black, Fischer, Piotr Karasinski, and Myron Scholes, 1973, "The pricing of options and corporate liabilities," Journal of Political Economy, vol. 81, 637-654.

6.	Bollerslev, T., 1986, "Generalized autoregressive conditional heteroskedasticity," Journal of Econometrics, vol. 31, 307-327.

7.	Bollerslev, T., Chou, Ray Y. and Kroner, Kenneth F., 1992, "ARCH modeling in finance: A review of the theory and empirical evidence," Journal of Econometrics, vol. 52, 5-58.

8.	Box, G. E. P. and Tiao, G. C., 1962, "A further look at robustness via Bayes theorem," Biometrika, vol. 49, 419-432.

9.	Brennan, Michael J. and Eduardo S. Schwartz, 1980, "Analyzing convertible bonds," Journal of Financial and Quantitative Analysis, vol. 15, 907-929.

10.	Brenner, R., R. Harjes, and K. Kroner, 1996, "Another look at models of the short-term interest rate," Journal of Financial and Quantitative Analysis, vol. 31, 85-107.

11.	Chan, K., G. A. Karolyi, F. Longstaff, and A. Sanders, 1992, "An empirical comparison of alternative models of the short-term interest rate," Journal of Finance, vol. 47, 1209-1227.

12.	Chapman, D. A. and N. D. Pearson, 2000, "Is the short rate drift actually nonlinear," Journal of Finance, vol. 55, 355-388.

13.	Conley, T., L. Hansen, E. Luttmer, and J. Scheinkman, 1997, "Short-term interest rate as subordinated diffusions," Review of Financial Studies, vol. 10, 525-577.

14.	Cox, J. C., 1975, " Notes on Option Pricing I: Constant Elasticity of Variance Diffusions," Class Notes, Stanford University, Stanford, CA.

15.	Cox, J. C. and S. A. Ross., 1976, "The Valuation of Options for Alternative Stochastic Processes," Journal of Financial Economics, vol. 3, 145-166.

16.	Cox, John C., Jonathan E. Ingersoll, and Stephen A. Ross, 1980, "An analysis of variable rate loan contracts," Journal of Finance, vol. 35, 389-403.

17.	Cox, J. C., J. E. Ingersoll, and S. A. Ross, 1985, "A theory of the term structure of interest rates," Econometrica, vol. 53, 385-407.

18.	Christiansen, C., 2005, "Multivariate term structure models with level and heteroskedasticity effects," Journal of Banking and Finance, vol. 29, 1037-1055.

19.	Das, S., 2001, "The surprise element: Jumps in interest rates," Journal of Econometrics, vol. 106, 27-65.

20.	Dickey, D. A. and W. A. Fuller, 1979, "Distributions of the estimators for autoregressive time series with a unit root," Journal of the American Statistical Association, vol. 74, 427-431.

21.	Dietrich-Campbell, Bruce and Schwartz, Eduardo, 1986, "Valuing debt options : Empirical evidence," Journal of Financial Economics , vol. 3, 321-343.

22.	Dothan, L., 1978, "On the term structure of interest rates," Journal of Financial Economics, vol. 6, 59-69.

23.	Duffie, Darrell, and Kan, Rui., 1996, "A Yield-Factor Model of Interest Rates," Mathematical Finance, vol. 6, 379-406.

24.	Durham, G. B., 2003, "Likelihood-based specification analysis of continuous-time models of the short term interest rates," Journal of Financial Economics, vol. 70, 463-487.

25.	Engle, Robert F., 1982, "Autoregressive conditional heteroskedasticity with estimates of the variance of U.K. inflation," Econometrica, vol. 50, 987-1008.

26.	Engle, Robert F., 1990, "Discussion:Stock market volatility and the crash of ’87," Review of Financial Studies , vol. 3, 103-106.

27.	Engle, Robert F. and Victor K. Ng, 1993, "Measuring and testing the impact of news on volatility," Journal of Finance, vol. 48, 1749-1778.

28.	Engle, Robert F. and Yoo, Byung Sam, 1987, "Forecasting and testing in co-integrated systems," Journal of Econometrics, vol. 35, 143-159.

29.	Engle, Robert F., Lilien, David M. and Robins, Russell P., 1987, "Estimating Time Varying Risk Premia in the Term Structure: The Arch-M Model," Econometrica, vol. 55, 391-407.

30.	Evans, G. W., 1989, "Output and Unemployment Dynamics in the US: 1950-1988," Journal of Applied Econometrics, vol. 4, 213-237.

31.	Ho, T. S. Y. and S. B. Lee, 1986, "Term structure movements and pricing interest rate contingent claims," Journal of Finance , vol. 41, 1011-1029.

32.	Hong, Y., Haitao Li, and Feng Zhao, 2004, "Out-of-sample performance of discrete-time spot interest rate models," Journal of Business and Economics Statistics , vol. 22, 457-472.

33.	Hull, J. and A. White, 1990, "Pricing interest rate derivative securities," Review of Financial Studies , vol. 3, 573-592.

34.	Jiang, G. J., 1998, " Nonparametric modeling of US interest rate term structure dynamics and implications on the prices of derivative securities," Journal of Financial and Quantitative Analysis , vol. 33, 465-497.

35.	Johannes, M., 2004, "The statistical and economic role of jumps in continuous-time interest rate models," Journal of Finance , vol. 59, 227-260.

36.	Jones, C. S., 2003, "Nonlinear mean reversion in the short-term interest rate," Review of Financial Studies, vol. 16, 793-843.

37.	Litterman, R. and J. Scheinkman, 1991, "Common Factors Affecting Bond Returns," Journal of Fixed Income, vol. 1, 54-62.

38.	Ljung, G. M. and Box, G. E. P., 1978, "On a measure of lack of fit in time series models," Oxford Journals, vol. 65, 297-303.

39.	Longstaff, Francis A., 1989, "Temporal Aggregation and the Continuous-Time Capital Asset Pricing Model," The Journal of Finance, vol. 44, 871-887.

40.	Marsh, Terry A. and Rosenfeld, Eric R., 1983, "Stochastic Processes for Interest Rates and Equilibrium Bond Prices," The Journal of Finance, vol. 38, 635-646.

41.	Merton, R., 1973, "Theory of rational option pricing," Bell Journal of Economics and Management Science, vol. 4, 141-183.


42.	Nelson, D. B., 1991, "Conditional Heteroskedasticity in Asset Returns: A New Approach," Econometrica, vol. 59, 347-370.

43.	Phillips, P. C. B., 1987, "Time series regressions with a unit root," Econometrica, vol. 55, 277-301.

44.	Phillips, P. C .B. and P. Perron, 1988, "Testing for a unit root in time series regressions," Biometrika, vol. 65, 335-346.

45.	Piazzesi, M., 2005, "Bond yields and the federal reserve," Journal of Political Economy, vol. 113, 311-344.

46.	Pritsker, M., 1998, "Nonparametric density estimation and tests of continuous time interest rate models," Review of Financial Studies, vol. 11, 449-487.

47.	Said, Said E. and Dickey, David A., 1984, "Testing for unit roots in autoregressive-moving average models of unknown order," Oxford Journals, vol. 71, 599-607.

48.	Smith, Daniel R., 2002, "Markov-switching and stochastic volatility diffusion models of short-term interest rates," Journal of Business and Economic Statistics, vol. 20, 183-197.

49.	Spencer, P. D., 1999, "An arbitrage-free model of the yield gap," The Manchester School Supplement, vol. 116-133.

50.	Stanton, R., 1997, "A nonparametric model of term structure dynamics and the market price of interest rate risk," Journal of Finance, vol. 52, 1973-2000.

51.	Subbotin, M. T. H., 1923, "On the law of frequency of error," Matematicheskii Sbornik, vol. 31, 296-301.

52.	Sun, L., 2003, "Nonlinear drift and stochastic volatility: an empirical investigation of short-term interest rate models," Journal of Financial Research, vol. 26, 389-404.

53.	Vasicek, O. A., 1977, "An equilibrium characterization of the term structure," Journal of Financial Economics, vol. 5, 177-188.
論文全文使用權限
校內
紙本論文於授權書繳交後5年公開
校內書目立即公開
校外
不同意授權

如有問題,歡迎洽詢!
圖書館數位資訊組 (02)2621-5656 轉 2487 或 來信