Cautionary tales of fat tails

IF 1.3 3区 经济学 Q3 ECONOMICS
Chetan Dave , Scott J. Dressler , Samreen Malik
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引用次数: 0

Abstract

Distributions of GDP fluctuations that exhibit fat tails shed doubt on the suitability of Normal distributions in empirical and theoretical business-cycle analyses. We document: (i) fat tails in US output fluctuations are not a pervading characteristic of the entire post-war sample, and appear in subsamples exhibiting declines in cyclical and trend volatility (e.g., the Great Moderation); (ii) a DSGE environment featuring Normal shocks that match the declines in observed cyclical and trend volatility can explain almost all of the fat-tailed characteristics observed in the data, leaving little support for the role of rare, large shocks delivering fat-tailed distributions.
肥尾的警世故事
表现出肥尾的GDP波动分布让人怀疑正态分布在实证和理论商业周期分析中的适用性。我们证明:(i)美国产出波动的肥尾并不是整个战后样本的普遍特征,而是出现在显示周期性和趋势波动性下降的子样本中(例如,大缓和);(ii) DSGE环境具有与观测到的周期波动率和趋势波动率下降相匹配的正常冲击,可以解释数据中观测到的几乎所有肥尾特征,很少支持罕见的大冲击提供肥尾分布的作用。
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来源期刊
CiteScore
2.50
自引率
7.10%
发文量
53
审稿时长
76 days
期刊介绍: Since its inception in 1979, the Journal of Macroeconomics has published theoretical and empirical articles that span the entire range of macroeconomics and monetary economics. More specifically, the editors encourage the submission of high quality papers that are concerned with the theoretical or empirical aspects of the following broadly defined topics: economic growth, economic fluctuations, the effects of monetary and fiscal policy, the political aspects of macroeconomics, exchange rate determination and other elements of open economy macroeconomics, the macroeconomics of income inequality, and macroeconomic forecasting.
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