统计研究

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动态利率期限结构模型因子变换及其应用

沈根祥 帅昭文   

  • 出版日期:2017-01-15 发布日期:2017-02-09

Factor Transformation of Dynamic Term Structure Model with Applications

Shen Genxiang &Shuai Zhaowen   

  • Online:2017-01-15 Published:2017-02-09

摘要: 动态因子模型往往被用来构建收益率曲线,但因子的经济含义经常不明晰,而且由于不同因子的冲击项非正交,收益率曲线的变动来自于哪个因子的冲击无法辨别。本文构建了一种特殊动态利率期限结构模型,通过约束因子载荷使因子正交并具有明确的直观意义。采用中国债券市场国债到期收益率数据的实证分析表明,模型具有较好的样本内拟合能力,能够捕捉实际经济中的典型事实。脉冲响应分析表明,短期利率脉冲对中期利率和长期利率没有影响,市场上的利率传导不顺畅,但中期利率脉冲会对长期利率产生持续的显著影响。现有市场条件下,央行可以创新货币政策工具(如中期借贷便利MLF等)直接调控中期利率来影响长期利率,提高价格型货币政策工具的有效性。

关键词: 利率期限结构, 动态因子模型, 可解释因子, 正交冲击项

Abstract: While the dynamic factor models are often used to build up yield curve, the factor’s economic meaning are often not clear and the shocks from different factors are not orthogonal with each other which mixes the effects of shocks from different factors on yield curve. It constructs a special factor model of the yield curve with parameter-constrain so that shocks are mutually orthogonal and the factors assume clear, intuitive interpretations. It conducts the empirical study by using the data from China bond market. The conclusion shows that the model fits the yield curve well and can identify the typical events in economy. The impulse-response analysis from estimated model shows that the shock of short-term interest has no effects on long-term and medium-term interest rate, which means the conduction of monetary policy through yield curve short end is hindered, while the shock of medium-term interest has significant and long-lasting effect on long-term interests. The central bank can implement the monetary policy directly through the medium part of yield curve using innovative tools (such as Medium-term Lending Facility) to improve the efficiency of price-rule monetary instruments.

Key words: Term Structure of Interest Rates, Dynamic Factor Model, Intelligible Factors, Orthogonal Shocks