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央行沟通对主权债券收益率的影响:以匈牙利为例。

The effect of central bank communication on sovereign bond yields: The case of Hungary.

机构信息

Centre for Social Sciences, ELKH, Budapest, Hungary.

出版信息

PLoS One. 2021 Feb 4;16(2):e0245515. doi: 10.1371/journal.pone.0245515. eCollection 2021.

Abstract

In this article we investigate how the public communication of the Hungarian Central Bank's Monetary Council (MC) affects Hungarian sovereign bond yields. This research ties into the advances made in the financial and political economy literature which rely on extensive textual data and quantitative text analysis tools. While prior research demonstrated that forward guidance, in the form of council meeting minutes or press releases can be used as predictors of rate decisions, we are interested in whether they are able to directly influence asset returns as well. In order to capture the effect of central bank communication, we measure the latent hawkish or dovish sentiment of MC press releases from 2005 to 2019 by applying a sentiment dictionary, a staple in the text mining toolkit. Our results show that central bank forward guidance has an intra-year effect on bond yields. However, the hawkish or dovish sentiment of press releases has no impact on maturities of one year or longer where the policy rate proves to be the most important explanatory variable. Our research also contributes to the literature by applying a specialized dictionary to monetary policy as well as broadening the discussion by analyzing a case from the non-eurozone Central-Eastern region of the European Union.

摘要

本文研究了匈牙利央行货币政策委员会(MC)的公开沟通如何影响匈牙利主权债券收益率。这项研究是对金融和政治经济学文献的进展的补充,这些文献依赖于广泛的文本数据和定量文本分析工具。虽然之前的研究表明,理事会会议纪要或新闻发布等前瞻性指导可以作为利率决策的预测指标,但我们也有兴趣了解它们是否能够直接影响资产回报。为了捕捉央行沟通的效果,我们通过应用情绪词典来衡量 2005 年至 2019 年 MC 新闻稿的潜在鹰派或鸽派情绪,情绪词典是文本挖掘工具包中的一个主要工具。我们的结果表明,央行前瞻性指导对债券收益率具有年内影响。然而,新闻稿的鹰派或鸽派情绪对一年或更长时间的债券期限没有影响,在这种情况下,政策利率被证明是最重要的解释变量。我们的研究还通过将专门词典应用于货币政策以及通过分析来自欧盟中东欧非欧元区的案例来拓宽讨论范围,为文献做出了贡献。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d00d/7861405/aa02bf4d4e94/pone.0245515.g001.jpg

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