Fat-tailed DSGE models: A survey and new results

IF 5 2区 经济学 Q1 ECONOMICS
Chetan Dave, Marco M. Sorge
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引用次数: 0

Abstract

We review recent advances in dynamic stochastic general equilibrium theory concerned with the emergence of fat-tailed time-series distributions. Focusing on mechanisms that are firmly grounded in structural equilibrium models, we provide a common reference framework to organize existing contributions according to whether they entail extreme business cycle swings as an endogenous response to small and short-lived shocks (“thin in, fat out”), or rather as an automatic consequence of large and/or heteroskedastic exogenous impulses (“fat in, fat out”). Within the former class, non-Gaussian features of equilibrium patterns can endogenously emerge in fully rational, Gaussian environments. Using an empirically plausible real business cycle framework, we also report novel simulation-based evidence that helps reconcile theoretical predictions with the documented higher-order properties of time-series data for output measures.

胖尾 DSGE 模型:调查与新成果
我们回顾了动态随机一般均衡理论中有关肥尾时间序列分布出现的最新进展。我们将重点放在以结构均衡模型为坚实基础的机制上,并提供了一个共同的参考框架,根据这些机制是将极端商业周期波动作为对小规模和短期冲击的内生反应("瘦进胖出"),还是作为大规模和/或异方差外生脉冲的自动结果("胖进胖出"),来组织现有的研究成果。在前一类情况中,均衡模式的非高斯特征可以在完全理性的高斯环境中内生出现。我们还利用一个经验上可信的真实商业周期框架,报告了基于模拟的新证据,有助于协调理论预测与产出指标时间序列数据的高阶特性。
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来源期刊
CiteScore
11.30
自引率
3.80%
发文量
57
期刊介绍: As economics becomes increasingly specialized, communication amongst economists becomes even more important. The Journal of Economic Surveys seeks to improve the communication of new ideas. It provides a means by which economists can keep abreast of recent developments beyond their immediate specialization. Areas covered include: - economics - econometrics - economic history - business economics
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