国债利率期限结构的组合优化模型研究
The Combinatorial Optimization Model Research of National Term Structure of Interest Rates
摘要: 我国正在加快利率市场化进程,利率期限结构越来越重要,利率期限结构在国债结构的设计、金融产品定价和国家掌握宏观经济等方面具有重要的意义,因此选取国债利率期限结构的优化模型进行研究。本文选取上海交易所某一天的静态数据,选取三次多项式样条函数模型和Nelson-Siegel模型以市场价格和理论价格误差最小为约束条件进行模型参数估计,基于熵权法以平均绝对偏差和均方差为判断标准将两种模型赋予权重进行组合,得到组合优化后的模型,利用国债价格拟合误差最小原则进行实证分析,结果显示组合后的模型在拟合国债价格要优于两个单一模型,另外,用样本外的数据进行国债定价的预测。本文最后得出结论:组合优化模型的利率期限结构的拟合优于两个单一模型。基于这一结论,本文为我国利率期限结构模型未来的研究方向提出了建议。
Abstract: Our country is accelerating interest rate marketization process. The term structure of interest rates is more and more important. The term structure of interest rates is important for the structural design of the Treasury, financial products pricing and national macro economy and so on, so this paper selects optimal model for the Treasury term structure to study. This paper selects the Shanghai Stock Exchange one day static data, Cubic polynomial spline function model and Nelson-Siegel model using the actual price and the theoretical price as minimum error constraint to estimate the model parameters. Based on Entropy Method and in the mean absolute deviation and standard deviation for the criterion, the two models are given a combination of weights to be a combination of optimized. The principle of minimum fitting error of Treasury prices is used to do empirical analysis. The results showed that the combined model in fitting Treasury prices better than two single models. In addition, data-sample is used to predict pricing bonds. Based on this conclusion, this paper puts forward some suggestions about future research directions of interest rate term structure model.
文章引用:刘茜. 国债利率期限结构的组合优化模型研究[J]. 统计学与应用, 2021, 10(4): 657-668. https://doi.org/10.12677/SA.2021.104067

参考文献

[1] McCulloch, J.H. (1971) Measuring the Term Structure of Interest Rates. The Journal of Business, 44, 19-31.
[Google Scholar] [CrossRef
[2] Vasicek, O. and Fong, H.G. (1982) Term Structure Modeling Using Exponential Splines. Journal of Finance, 37, 339-356.
[Google Scholar] [CrossRef
[3] Chiu, N.C., Fang, S.C. and Lavery, J.E. (2008) Approximating Term Structure of Interest Rates Using Cubic L1 Splines. European Journal of Operational Research, 184, 990-1004.
[Google Scholar] [CrossRef
[4] Fernando, F.R. (2006) Interest Rate Term Structure Modeling Using Free-Knot Splines. Journal of Business, 79, 3083-3099.
[Google Scholar] [CrossRef
[5] Nelson, C.R. and Siegel, A.F. (1987) Parsimonious Modeling of Yield Curves. Journal of Business, 60, 473-489.
[Google Scholar] [CrossRef
[6] Svensson, L.E. (1994) Estimating and Interpreting Forward Interest Rates: Sweden 1992-1994. Working Paper, International Monetary Fund, Washington DC.
[Google Scholar] [CrossRef
[7] Diebold, X. and Li, C. (2006) Forecasting the Term Structure of Government Bond Yields. Journal of Econometrics, 130, 337-364.
[Google Scholar] [CrossRef
[8] Cox, J., Ingersoll, J. and Ross, S. (1985) A Theory of the Term Structure of Interest Rates. Econometrics, 53, 385-407.
[Google Scholar] [CrossRef
[9] Vasicek, O.A. (1977) An Equilibrium Characterization of Term Structure. Journal of Financial Economics, 5, 177-188.
[Google Scholar] [CrossRef
[10] Ho, T.S.Y. and Lee, S.B. (1986) Term Structure Movements and Pricing Interest Rate Contingent Claims. Journal of Finance, 41, 1011-1029.
[Google Scholar] [CrossRef
[11] Heath, D., Jarrow, R.A. and Morton, A. (1992) Bond Pricing and the Term Structure of Interest Rate a New Methodology for Contingent Claims Valuation. Econometrica, 60, 77-105.
[Google Scholar] [CrossRef
[12] 朱世武, 陈建恒. 交易所国债利率期限结构实证研究[J]. 金融研究, 2003(10): 63-73.
[13] 丁志国, 徐德财, 陈浪南. 利率期限结构的动态机制: 由实证检验到理论猜想[J]. 管理世界, 2014(5): 36-51.
[14] 牛晓健, 邓昕妤. 中国国债收益率曲线的拟合及预测研究[J]. 贵州商学院学报, 2020, 33(4): 9-18.
[15] 闫红蕾, 张自力. 利率期限结构预测、国债定价及国债组合管理[J]. 统计研究, 2018, 35(3): 23-37.
[16] 周子康, 王宁, 杨衡. 中国国债利率期限结构模型研究与实证分析[J]. 金融研究, 2008(3): 131-150.
[17] 郑振龙, 林海. 中国市场利率期限结构的静态估计[J]. 武汉金融, 2003(3): 33-36.
[18] 周荣喜, 邱菀华. 基于多项式样条函数的利率期限结构模型实证比较[J]. 系统工程, 2004, 22(6): 39-43.
[19] 李熠熠, 潘婉彬, 缪柏其. 基于三次样条的利率期限结构估计中的节点选择[J]. 系统工程理论与实践, 2009, 29(4): 28-33.
[20] 王亚男. 我国国债利率期限结构的计量研究[D]: [博士学位论文]. 长春: 吉林大学, 2012.
[21] 周荣喜, 杨丰梅. 利率期限结构模型: 理论与实证[M]. 北京: 科学出版社, 2011: 2.