经济周期扩张和收缩的持续时间:持续时间依赖是否存在变化点?

Vitor Castroa
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引用次数: 0

摘要

扩张或收缩结束的可能性是否取决于其年龄,即它们是否取决于持续时间,这一问题在商业周期文献中得到了广泛的解决,并且在几项研究中发现了积极的持续时间依赖的证据。然而,有一个重要的问题,尚未探讨在这方面的文献:在持续时间依赖的变化点的存在。这一领域的所有研究都偏离了持续依赖程度随时间变化而变化的假设。然而,我们推测,随着年龄的增长,扩张或收缩结束的可能性程度可能会在特定的持续时间后发生变化。为了检验这种可能性,本文将在分析1948年至2009年期间13个欧洲和非欧洲工业国家的扩张和收缩持续时间时,考虑到一个变化点的存在。由连续时间Weibull持续时间模型估计提供的证据强有力地支持了持续时间正依赖的存在,这种依赖在收缩中比在扩张中更强。结果还表明,随着时间的推移,收缩变得更长,其长度受到先前扩张长度的负面影响。最重要的是,这篇论文提供了相当有趣的证据,证明在膨胀而不是收缩的持续依赖中存在一个变化点。结果表明,当扩张期超过10年时,持续时间依赖参数的大小显著减小。特别是,当扩张超过该阈值时,不再发现正持续时间依赖的证据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Duration of Business Cycle Expansions and Contractions: Are There Change-Points in Duration Dependence?
The issue of whether the likelihood of an expansion or contraction ending is dependent on its age, i.e whether they are duration dependent, is widely addressed in the business cycles literature and evidence of positive duration dependence is found in several studies. However, there is an important issue that has not been explored in this literature yet: the presence of change-points in duration dependence. All the studies in this field depart from the assumption that the magnitude of duration dependence is the same over time. However, we conjecture that the degree of likeliness of an expansion or contraction ending as it gets older might change after a specific duration. To test for that possibility, this paper will allow for the presence of a change-point in the analysis of the duration of expansions and contractions for a group of 13 European and Non-European industrial countries over the period 1948-2009. The evidence provided by the estimation of a continuous-time Weibull duration model shows strong support for the presence of positive duration dependence, which is stronger for contractions than for expansions. Results also show that contractions have become longer over time and that their length is negatively affected by the length of the previous expansion. Most importantly, this paper provides quite interesting evidence for the presence of a change-point in duration dependence for expansions, but not for contractions. Results show that the magnitude of the duration dependence parameter decreases significantly when an expansion surpasses 10 years of duration. In particular, evidence of positive duration dependence is no longer found when an expansion surpasses that threshold.
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