Predictive Power of Key Financial Variables During the Unconventional Monetary Policy Era

IF 3.4 3区 经济学 Q1 ECONOMICS
Petri Kuosmanen, Juuso Vataja
{"title":"Predictive Power of Key Financial Variables During the Unconventional Monetary Policy Era","authors":"Petri Kuosmanen,&nbsp;Juuso Vataja","doi":"10.1002/for.3233","DOIUrl":null,"url":null,"abstract":"<p>This study investigates the forecasting power of three well-established financial predictors during the prolonged era of unconventional monetary policy: the term spread, the short-term interest rate, and stock returns. The focus is on predicting GDP growth in both the United States and the Euro area. Our out-of-sample forecasting analysis specifically targets the period characterized by the short-term interest rate effectively bounded at or near the zero lower bound. We recognize that the information content of the term spread is likely to change under such circumstances. Similarly, the dynamics of the short-term interest rate could be altered due to unconventional monetary policy measures. To address this, we modify the short rate calculation by incorporating the shadow interest. This shadow interest rate can go much lower on the negative side than normal interest rates, making it a potentially more accurate rate to describe the monetary policy stance of central banks. The forecasting analysis covers the period from 2009:1 to 2022:3. Our results unambiguously reveal that the predictive power of the term spread completely vanishes during the zero lower bound era. Although the shadow rate has minor predictive content, the strongest predictor consistently lies in real stock returns during unconventional monetary policy. Our findings challenge the conventional wisdom and the stylized fact of the term spread as the most reliable financial predictor for economic activity. According to our results, this does not hold true under unconventional monetary policy, and using the shadow interest rate does not make a major difference in that respect. By shedding light on the changing dynamics during unconventional monetary policy, our study contributes novel insights to the existing literature.</p>","PeriodicalId":47835,"journal":{"name":"Journal of Forecasting","volume":"44 3","pages":"856-866"},"PeriodicalIF":3.4000,"publicationDate":"2024-11-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/for.3233","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Forecasting","FirstCategoryId":"96","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/for.3233","RegionNum":3,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ECONOMICS","Score":null,"Total":0}
引用次数: 0

Abstract

This study investigates the forecasting power of three well-established financial predictors during the prolonged era of unconventional monetary policy: the term spread, the short-term interest rate, and stock returns. The focus is on predicting GDP growth in both the United States and the Euro area. Our out-of-sample forecasting analysis specifically targets the period characterized by the short-term interest rate effectively bounded at or near the zero lower bound. We recognize that the information content of the term spread is likely to change under such circumstances. Similarly, the dynamics of the short-term interest rate could be altered due to unconventional monetary policy measures. To address this, we modify the short rate calculation by incorporating the shadow interest. This shadow interest rate can go much lower on the negative side than normal interest rates, making it a potentially more accurate rate to describe the monetary policy stance of central banks. The forecasting analysis covers the period from 2009:1 to 2022:3. Our results unambiguously reveal that the predictive power of the term spread completely vanishes during the zero lower bound era. Although the shadow rate has minor predictive content, the strongest predictor consistently lies in real stock returns during unconventional monetary policy. Our findings challenge the conventional wisdom and the stylized fact of the term spread as the most reliable financial predictor for economic activity. According to our results, this does not hold true under unconventional monetary policy, and using the shadow interest rate does not make a major difference in that respect. By shedding light on the changing dynamics during unconventional monetary policy, our study contributes novel insights to the existing literature.

Abstract Image

非常规货币政策时代关键金融变量的预测能力
本研究探讨了在非常规货币政策长期存在的时代,三个久负盛名的金融预测指标:期限利差、短期利率和股票回报率的预测能力。重点是预测美国和欧元区的国内生产总值增长。我们的样本外预测分析特别针对短期利率有效约束在零下限或接近零下限的时期。我们认识到,在这种情况下,期限利差的信息内容很可能会发生变化。同样,非常规货币政策措施也可能改变短期利率的动态。为此,我们修改了短期利率的计算方法,将影子利率纳入其中。与正常利率相比,影子利率的负值可能会低得多,因此它有可能成为描述中央银行货币政策立场的更准确的利率。预测分析的时间跨度为 2009:1 至 2022:3。我们的结果明确显示,在零下限时代,期限利差的预测能力完全消失。虽然影子利率的预测作用不大,但在非常规货币政策期间,最强的预测因素始终是实际股票回报率。我们的研究结果挑战了传统智慧,也挑战了期限利差作为经济活动最可靠金融预测指标的典型事实。根据我们的研究结果,这在非常规货币政策下并不成立,而使用影子利率在这方面并没有很大的不同。通过揭示非常规货币政策期间的动态变化,我们的研究为现有文献提供了新的见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
CiteScore
5.40
自引率
5.90%
发文量
91
期刊介绍: The Journal of Forecasting is an international journal that publishes refereed papers on forecasting. It is multidisciplinary, welcoming papers dealing with any aspect of forecasting: theoretical, practical, computational and methodological. A broad interpretation of the topic is taken with approaches from various subject areas, such as statistics, economics, psychology, systems engineering and social sciences, all encouraged. Furthermore, the Journal welcomes a wide diversity of applications in such fields as business, government, technology and the environment. Of particular interest are papers dealing with modelling issues and the relationship of forecasting systems to decision-making processes.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信