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題名:模糊迴歸與利率期限結構估計
書刊名:臺灣管理學刊
作者:周建新 引用關係陳振宇 引用關係黃彥騰
作者(外文):Chou, Jian-hsinChen, Zhen-yuHuang, Yeng-teng
出版日期:2008
卷期:8:1
頁次:頁73-93
主題關鍵詞:分段三次方指數樣條函數指數多項式函數利率期限結構模糊迴歸法Piece-wise cubic exponential splineExponential polynomial functionTerm structure of interest ratesFuzzy regression method
原始連結:連回原系統網址new window
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  • 共同引用共同引用:23
  • 點閱點閱:28
本文以Vasicek and Fong (1982)所提出的分段三次方指數樣條函數與修正之 McCulloch (1975)指數多項式函數,來建構台灣公債市場之利率期限結構,並同時 比較前述模型在配適能力的優劣。實證結果發現,分段三次方指數樣條函數不論 在模型之精確度與平滑度方面,均優於修正之指數多項式函數。此外,為使估計 之利率期限結構模型能充分反映市場所呈現的資訊,本文進一步運用De Andrés and Ternceño (2003)提出之模糊迴歸法,針對配適能力較佳之分段三次方指數樣條 函數模型進行模糊化操作。此方法最大優點在於能對利率之不確定性加以量化, 以建構利率期限結構的區間範圍,進而反映市場參與者對於未來利率走勢的預 期。綜而言之,相較於傳統利率期限結構估計模型,模糊迴歸法能提供較佳的彈 性於處理利率不確定性的問題。
This paper employs the piece-wise exponential spline function defined by Vasicek and Fong (1982), and the modified exponential polynomial function originally proposed by McCulloch (1975) to fit the term structure of interest rates in Taiwan Government bond market. The empirical results indicate that the piece-wise exponential spline function has better fitting performance in both accuracy and smoothness. In addition, to sufficiently reflect all information in bond market, this paper uses the fuzzy regression methods proposed by De Andrés and Ternceño (2003) to fuzzify the term structure of interest rates estimated by the piece-wise exponential spline function described above. The main advantage of this approach is that it enables to quantify the interest rates uncertainty and to set a range of term structure movements. Thus, it can help to reflect the anticipation of future interest rates trend for all market participator. Comparing with traditional term structure fitting models, it could provide a more flexible way to deal with the interest rates uncertainty.
期刊論文
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2.Schaefer, S. M.、Schwartz, E. S.(1987)。Time Dependent Variance and the Pricing of Bond Options。The Journal of Finance,42(5),1113-1128。  new window
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4.Dubois, D.、Prade, H.(1993)。Fuzzy Numbers: an Overview。Fuzzy Sets for Intelligent Systems,113-148。  new window
5.周建新、于鴻福、張千雲(2003)。以線性規劃法估計臺灣公債市場利率期限結構之實證研究。管理科學研究,1(1),31-47。new window  延伸查詢new window
6.Steeley, J. M.(1991)。Estimating the Gilt-Edged Term Structure: Basis Splines and Confidence Intervals。Journal of Business Finance and Accounting,18(4),513-529。  new window
7.Lin, B. H.(2002)。Fitting the term structure of interest rates using B-spline : the case of Taiwanese government bonds。Applied Financial Economics,12,55-75。  new window
8.Brennan, M. J.、Schwartz, E. S.(1979)。A Continuous Time Approach to the Pricing of Bonds。Journal of Banking and Finance,3(2),133-155。  new window
9.Dothan, L. U.(1978)。On the Term Structure of Interest Rates。Journal of Financial Economics,6(1),59-69。  new window
10.McCulloch, J. H.(1971)。Measure the Term Structure of Interest Rates。Journal of Business,44(1),19-31。  new window
11.Cox, J. C.、Ingersoll, J. E.、Ross, S. A.(1985)。A Theory of the Term Structure of Interest Rate。Econometrica,53(2),385-408。  new window
12.Nelson, C. R.、Siegel, A. F.(1987)。Parsimonious Modeling of Yield Curves。The Journal of Business,60(4),473-489。  new window
13.蔣松原(2000)。建構台灣公債市場殖利率曲線。貨幣觀測與信用評等,22,99-119。  延伸查詢new window
14.McCulloch, J. Huston(1975)。The Tax-Adjusted Yield Curve。Journal of Finance,30(3),811-830。  new window
15.周建新、于鴻福、張千雲(20030800)。利率期限結構估計模型之實證研究。管理學報,20(4),775-804。new window  延伸查詢new window
16.Allen, D. E.、Thomas, L. C.、Zheng, H.(2000)。Stripping Coupons with Linear Programming。Journal of Fixed Income,10(2),80-87。  new window
17.Bliss, R. R.(1997)。Testing Term Structure Estimation Methods。Advances in Futures and Options Research,9,197-231。  new window
18.Eom, Y. H.、Subrahmanyam, M. G.、Uno, J.(1998)。Coupon Effects and the Pricing of Japanese Government Bonds: An Empirical Analysis。Journal of Fixed Income,8,69-86。  new window
19.Shea, G. S.(1984)。Pitfalls in Smoothing Interest Rate Term Structure Data: Equilibrium Models and Spline Approximation。Journal of Financial and Quantitative Analysis,19(3),253-269。  new window
20.Shea, G. S.(1985)。Interest Rate Term Structure Estimation with Exponential Splines: A Note。The Journal of Finance,40(1),319-325。  new window
21.Subramanian, K. V.(2001)。Term structure estimation in illiquid markets。Journal of Fixed Income,11(1),77-86。  new window
22.謝承熹(20000800)。以分段三次方指數函數配適臺灣公債市場之利率期限結構:線性最適化與非線性最適化之比較。中國財務學刊,8(2),25-47。new window  延伸查詢new window
23.李桐豪(20010300)。債券市場發展對貨幣政策之影響。中央銀行季刊,23(1),23-45。new window  延伸查詢new window
24.Vasicek, Oldrich A.、Fong, H. Gifford(1982)。Term Structure Modeling Using Exponential Splines。Journal of Finance,37(2),339-348。  new window
25.Vasicek, Oldrich Alfonso(1977)。An Equilibrium Characterization of the Term Structure。Journal of Financial Economics,5(2),177-188。  new window
26.周建新、于鴻福、胡德榮(20080100)。利率期限結構估計模型在臺灣公債市場之配適能力比較。經濟與管理論叢,4(1),35-63。new window  延伸查詢new window
27.Bliss, R. R.,(1997)。“Testing Term Structure Estimation Methods,”。Advances in Futures and Options Research,197-231。  new window
28.De Andrés J. and A. Ternceño(2003)。“Estimating a Term Structure of Interest Iates for Fuzzy Financial Pricing by Using Fuzzy Regression Methods,”。Fuzzy Sets and Systems,139,313-331。  new window
29.De Andrés J. and A. Ternceño(2003)。“Estimating a Fuzzy Term Structure of Interest Rates Using Fuzzy Regression Techniques,”。European Journal of Operational Research,154,804-818。  new window
30.Langetieg, T. C. and J. S. Smoot,(1989)。“Estimation of the Term Structure of Interest Rates,”。Research in Financial Services: Private and Public Policy,1,181-222。  new window
31.De Andres, J.、Ternceno, A.(2003)。Estimating a Term Structure of Interest Iates for Fuzzy Financial Pricing by Using Fuzzy Regression Methods。Fuzzy Sets and Systems,139,313-331。  new window
32.De Andres, J.、Ternceno, A.(2003)。Estimating a Fuzzy Term Structure of Interest Rates Using Fuzzy Regression Techniques。European Journal of Operational Research,154,804-818。  new window
33.Langetieg, T. C.、Smoot, J. S.(1989)。Estimation of the Term Structure of Interest Rates。Research in Financial Services,1,181-222。  new window
研究報告
1.Mastronikola, K.(199112)。Yield Curves for Gilt-Edged Stocks: A New Model。  new window
2.Fisher, M.、Nychka, D.、Zervos, D.(199501)。Fitting the Term Structure of Interest Rates with Smoothing Splines。  new window
3.Waggoner, D. F.(1997)。Spline Methods for Extracting Interest Rate Curves from Coupon Bond Prices。Federal Reserve Bank of Atlanta。  new window
學位論文
1.陳美娥(2001)。台灣公債利率期限結構之配適--以契比雪夫多項式為例(碩士論文)。國立臺灣科技大學。  延伸查詢new window
圖書
1.Kaufmann, A.、Gupta, M. M.(1985)。Introduction to Fuzzy Arithmetic。North-Holland, Amsterdam。  new window
 
 
 
 
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