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Model uncertainty and the design of robust monetary policy rules in a small open economy: A Bayesian approach.

机译:小开放经济中的模型不确定性和稳健的货币政策规则设计:贝叶斯方法。

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摘要

This dissertation examines the performance of simple monetary policy rules for a central banker that faces uncertainty over the model's structural parameters. I lay out a small open economy model featuring habit formation and derive the output gap. The model is estimated using Bayesian techniques with data from Switzerland and the Euro Area. The estimated uncertainty is then used to evaluate the performance and robustness of simple interest rate feedback rules.; One finding is that the persistent deviations from the law of one price featured in the model affect output and the output gap in different ways, implying a different policy response if one or the other is included in the interest rate feedback rule. Also, the Bayesian estimation procedure using three sets of priors with varying degrees of information shows that the data is not informative about several key parameters. Thus, choosing informative priors for these parameters will predetermine the estimation results, affecting the dynamics of the model and the choice of optimal policies. The estimated monetary policy rule of the Swiss National Bank is compared to the robust policy rule, and the results suggest that the Swiss National Bank could reduce the volatility of both inflation and the output gap by smoothing the interest rate less, and being more aggressive against inflation and the output gap. Finally, the optimization results indicate that increased uncertainty translates into robust policies that are less aggressive.
机译:本文研究了面对模型结构参数不确定性的中央银行简单货币政策规则的表现。我提出了一个以习惯养成为特征的小型开放经济模型,并得出了产出缺口。使用来自瑞士和欧元区的数据的贝叶斯技术估计该模型。然后,将估计的不确定性用于评估简单利率反馈规则的性能和鲁棒性。一个发现是,模型中一个价格规律的持续偏离以不同的方式影响产出和产出缺口,这意味着如果利率反馈规则中包含一个或另一个,则政策响应会有所不同。而且,使用具有不同程度信息的三组先验的贝叶斯估计程序表明该数据不能提供有关几个关键参数的信息。因此,为这些参数选择信息先验将预先确定估计结果,从而影响模型的动力学和最优策略的选择。将瑞士国家银行的估算货币政策规则与稳健的政策规则进行了比较,结果表明,瑞士国家银行可以通过降低利率的平滑度并降低利率的波动性来降低通胀和产出缺口的波动性。通货膨胀与产出缺口。最后,优化结果表明,增加的不确定性会转化为积极性较低的策略。

著录项

  • 作者

    Beltran, Daniel O.;

  • 作者单位

    University of California, Santa Cruz.;

  • 授予单位 University of California, Santa Cruz.;
  • 学科 Statistics.; Economics General.
  • 学位 Ph.D.
  • 年度 2007
  • 页码 97 p.
  • 总页数 97
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 统计学;经济学;
  • 关键词

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