On Business Cycle Asymmetries in G7 Countries

Khurshid M. Kiani, Prasad V. Bidarkota
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引用次数: 38

Abstract

We investigate whether business cycle dynamics in seven industrialized countries (the G7) are characterized by asymmetries in conditional mean. We provide evidence on this issue using a variety of time series models. Our approach is fully parametric. Our testing strategy is robust to any conditional heteroskedasticity, outliers, and/or long memory that may be present. Our results indicate fairly strong evidence of nonlinearities in the conditional mean dynamics of the GDP growth rates for Canada, Germany, Italy, Japan, and the US. For France and the UK, the conditional mean dynamics appear to be largely linear. Our study shows that while the existence of conditional heteroskedasticity and long memory does not have much effect on testing for linearity in the conditional mean, accounting for outliers does reduce the evidence against linearity.
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论七国集团国家的商业周期不对称性
我们研究了七个工业化国家(G7)的商业周期动态是否具有条件均值不对称的特征。我们使用各种时间序列模型提供了关于这个问题的证据。我们的方法是完全参数化的。我们的测试策略对任何可能存在的条件异方差、异常值和/或长记忆都具有鲁棒性。我们的研究结果表明,加拿大、德国、意大利、日本和美国的GDP增长率的条件平均动态存在相当强的非线性证据。对于法国和英国来说,条件平均动态似乎在很大程度上是线性的。我们的研究表明,虽然条件异方差和长记忆的存在对条件均值的线性检验没有太大影响,但考虑异常值确实减少了反对线性的证据。
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