Oil prices uncertainty, endogenous regime switching, and inflation anchoring

IF 2.3 3区 经济学 Q2 ECONOMICS
Yoosoon Chang, Ana María Herrera, Elena Pesavento
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引用次数: 0

Abstract

Using a novel approach to model regime switching with dynamic feedback and interactions, we extract latent mean and volatility factors in oil price changes. We illustrate how the volatility factor constitutes a useful measure of oil market risk (or oil price uncertainty) for policy makers and analysts as it captures uncertainty not reflected in other economic/financial uncertainty measures. Then, in the context of a VAR, we investigate the role of oil price uncertainty in driving inflation expectations and inflation anchoring. We show that shocks to the mean factor lead to higher expected inflation and inflation disagreement among professional forecasters and households. In contrast, shocks to the volatility factor act as aggregate demand shocks in that they result in lower expected inflation, yet they do increase disagreement about future inflation among professional forecasters and, especially, among households. We also provide econometric evidence suggesting the proposed endogenous volatility switching model can outperform other regime switching models.

油价不确定性、内生政权转换和通货膨胀锚定
使用一种具有动态反馈和相互作用的新方法来建模政权转换,我们提取了油价变化中潜在的均值和波动因素。我们说明了波动性因素如何构成对决策者和分析师的石油市场风险(或油价不确定性)的有用衡量标准,因为它捕捉到了其他经济/金融不确定性衡量标准中没有反映的不确定性。然后,在VAR的背景下,我们研究了油价不确定性在推动通胀预期和通胀锚定中的作用。我们发现,对均值因子的冲击会导致更高的预期通胀,以及专业预测者和家庭之间的通胀分歧。相比之下,波动因素的冲击就像总需求的冲击,因为它们会降低预期通胀,但它们确实会增加专业预测者,尤其是家庭对未来通胀的分歧。我们还提供了计量经济学证据,表明所提出的内生波动率转换模型可以优于其他制度转换模型。
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来源期刊
CiteScore
3.70
自引率
4.80%
发文量
63
期刊介绍: The Journal of Applied Econometrics is an international journal published bi-monthly, plus 1 additional issue (total 7 issues). It aims to publish articles of high quality dealing with the application of existing as well as new econometric techniques to a wide variety of problems in economics and related subjects, covering topics in measurement, estimation, testing, forecasting, and policy analysis. The emphasis is on the careful and rigorous application of econometric techniques and the appropriate interpretation of the results. The economic content of the articles is stressed. A special feature of the Journal is its emphasis on the replicability of results by other researchers. To achieve this aim, authors are expected to make available a complete set of the data used as well as any specialised computer programs employed through a readily accessible medium, preferably in a machine-readable form. The use of microcomputers in applied research and transferability of data is emphasised. The Journal also features occasional sections of short papers re-evaluating previously published papers. The intention of the Journal of Applied Econometrics is to provide an outlet for innovative, quantitative research in economics which cuts across areas of specialisation, involves transferable techniques, and is easily replicable by other researchers. Contributions that introduce statistical methods that are applicable to a variety of economic problems are actively encouraged. The Journal also aims to publish review and survey articles that make recent developments in the field of theoretical and applied econometrics more readily accessible to applied economists in general.
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