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An evaluation of equilibrium business cycle models in the presence of statistical nonlinearities.

机译:在存在统计非线性的情况下对均衡商业周期模型的评估。

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摘要

The dissertation consists of three essays. The first essay finds significant nonlinearities in several cyclical components macroeconomic time series across countries. Standard equilibrium models of business cycles successfully explain most first and second moments of these time series. Nevertheless, this essay shows that a model of this class cannot replicate nonlinear features of the data. Applying the Efficient Method of Moments (EMM) methodology to build an algorithm that searches over the models parameter space establishes the parameterization that best allows replication of all statistical properties of the data. The results show that this parameterization captures nonlinearities in investment but fails to account for observed properties of consumption.; The second essay uses the EMM methodology to study the impact of borrowing constraints on small open economies. The evidence of the last 20 years of recurring output busts and rapid reversals of the current account in emerging markets indicates that domestic agents may not be able to borrow in international capital markets to fully insure themselves against internal and external shocks. This essay models this phenomenon as a form of excess volatility by introducing a financial friction into a stochastic model of a small open economy. The financial friction limits the current account deficit to a fixed fraction of gross domestic product. The essay shows that conditional volatility and asymmetry are significant statistical characteristics of the GDP and current account that reflect the excess volatility and the current account reversals. The economic model can explain the conditional volatility and asymmetry of Mexican GDP and the current account.; The third essay documents the dynamic properties of national output, its components, and the current account for five OECD countries, using a seminonparametric (SNP) estimator. There is strong evidence of conditional volatility for almost all time series as well as significant nonlinearity, detected particularly in GDP, net exports, investment time series.
机译:论文由三篇论文组成。第一篇文章发现了跨国家的几个周期性宏观经济时间序列的显着非线性。商业周期的标准均衡模型成功地解释了这些时间序列的大多数第一和第二时刻。但是,本文表明,此类模型无法复制数据的非线性特征。应用有效的矩量法(EMM)方法来构建在模型参数空间上进行搜索的算法,可以建立最能复制数据所有统计属性的参数化方法。结果表明,该参数化捕获了投资中的非线性,但没有考虑观察到的消费特性。第二篇文章使用EMM方法研究借贷限制对小型开放经济体的影响。最近20年不断出现的产出萧条和新兴市场经常账户快速逆转的证据表明,国内代理商可能无法在国际资本市场上借款以充分确保自己不受内部和外部冲击的影响。本文通过将金融摩擦引入小型开放经济的随机模型中,将这种现象建模为过度波动的一种形式。金融摩擦将经常账户赤字限制在国内生产总值的固定部分。文章表明,条件波动率和不对称性是GDP和经常账户的重要统计特征,反映了超额波动率和经常账户逆转。经济模型可以解释墨西哥GDP和经常项目的条件波动性和不对称性。第三篇文章使用半非参数(SNP)估算器记录了五个经合组织国家的国民产出,其组成部分和经常账户的动态特征。有强有力的证据表明,几乎所有时间序列都存在条件波动,并且存在明显的非线性,尤其是在GDP,净出口和投资时间序列中。

著录项

  • 作者

    Valderrama, Diego.;

  • 作者单位

    Duke University.;

  • 授予单位 Duke University.;
  • 学科 Economics General.; Economics Theory.
  • 学位 Ph.D.
  • 年度 2002
  • 页码 109 p.
  • 总页数 109
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 经济学;经济学;
  • 关键词

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