State-dependent local projections

IF 9.9 3区 经济学 Q1 ECONOMICS Journal of Econometrics Pub Date : 2024-02-27 DOI:10.1016/j.jeconom.2024.105702
Sílvia Gonçalves, Ana María Herrera, Lutz Kilian, Elena Pesavento
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Abstract

Do state-dependent local projections asymptotically recover the population responses of macroeconomic aggregates to structural shocks? The answer to this question depends on how the state of the economy is determined and on the magnitude of the shocks. When the state is exogenous, the local projection estimator recovers the population response regardless of the shock size. When the state depends on macroeconomic shocks, as is common in empirical work, local projections only recover the conditional response to an infinitesimal shock, but not the responses to larger shocks of interest in many applications. Simulations suggest that impulse responses may be off by as much as 82 percent and fiscal multipliers by as much as 40 percent.
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取决于州的地方预测
依赖于状态的局部预测是否能近似地恢复宏观经济总量对结构性冲击的人口响应?这个问题的答案取决于经济状态是如何确定的以及冲击的大小。如果状态是外生的,那么无论冲击大小如何,局部预测估算器都能恢复人口响应。当经济状态取决于宏观经济冲击时(这在实证研究中很常见),局部预测只能恢复对无限小冲击的条件响应,而不能恢复对较大冲击的响应,这在许多应用中都很重要。模拟结果表明,脉冲响应的偏差可能高达 82%,财政乘数的偏差可能高达 40%。
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来源期刊
Journal of Econometrics
Journal of Econometrics 社会科学-数学跨学科应用
CiteScore
8.60
自引率
1.60%
发文量
220
审稿时长
3-8 weeks
期刊介绍: The Journal of Econometrics serves as an outlet for important, high quality, new research in both theoretical and applied econometrics. The scope of the Journal includes papers dealing with identification, estimation, testing, decision, and prediction issues encountered in economic research. Classical Bayesian statistics, and machine learning methods, are decidedly within the range of the Journal''s interests. The Annals of Econometrics is a supplement to the Journal of Econometrics.
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