Central bank mandates and monetary policy stances: Through the lens of Federal Reserve speeches

IF 9.9 3区 经济学 Q1 ECONOMICS
Christoph Bertsch , Isaiah Hull , Robin L. Lumsdaine , Xin Zhang
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引用次数: 0

Abstract

The Federal Reserve System has an institutional mandate to pursue price stability and maximum sustainable employment; however, it remains unclear whether it can also pursue secondary objectives. The academic literature has largely argued that it should not. We characterize the Fed’s interpretation of its mandate using state-of-the-art methods from natural language processing, including a collection of large language models (LLMs) that we modify for enhanced performance on central bank texts. We apply these methods and models to a comprehensive corpus of Fed speeches delivered between 1960 and 2022. We find that the Fed perceives financial stability to be the most important policy concern that is not directly enumerated in its mandate, especially in times when the debt-to-GDP ratio is high, but does not generally treat it as a separate policy objective. In its policy discourse, it has frequently discussed the use of monetary policy to achieve financial stability, which we demonstrate generates movements in asset prices, even after rigorously controlling for macroeconomic and financial variables.
中央银行的任务和货币政策立场:通过美联储的演讲
联邦储备系统的机构使命是追求价格稳定和最大限度的可持续就业;然而,目前尚不清楚它是否也能追求次要目标。学术文献大都认为不应该这样做。我们使用自然语言处理的最先进方法来描述美联储对其任务的解释,包括我们修改的大型语言模型(llm)的集合,以提高对央行文本的表现。我们将这些方法和模型应用于1960年至2022年间美联储演讲的综合语料库。我们发现,美联储认为金融稳定是其任务中没有直接列举的最重要的政策问题,特别是在债务与gdp之比很高的时候,但通常不会将其视为一个单独的政策目标。在其政策论述中,它经常讨论使用货币政策来实现金融稳定,我们证明,即使在严格控制宏观经济和金融变量之后,这也会产生资产价格的波动。
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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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