Evaluating Australia's financial conditions: A comparative analysis and extension of a dynamic factor model index

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Accounts of Chemical Research Pub Date : 2024-05-23 DOI:10.1111/1467-8454.12358
Alexander Khreish
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Abstract

This article investigates the unique financial conditions in Australia in the wake of COVID-19, a subject of critical importance given the recent unprecedented economic events such as the fastest rate rises since the 1990s and the presence of persistently high inflation. This study aims to contribute to the literature by examining the speed of interest rate changes and its implications on financial conditions, particularly in an environment characterised by negative real interest rates. The research aims to extend and refine the financial conditions index (FCI) developed by the Reserve Bank of Australia by incorporating a momentum variable to capture the speed of interest rate changes. A dynamic factor model is utilised to investigate 73 data series across nine main categories, constructing the FCI on a quarterly basis. The results indicate that rapid interest rate changes significantly impact financial conditions, holding significant weights within the model, thus requiring careful policy considerations.

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评估澳大利亚的金融状况:动态因素模型指数的比较分析和扩展
本文研究了 COVID-19 之后澳大利亚独特的金融状况,鉴于近期前所未有的经济事件,如 20 世纪 90 年代以来最快的利率上升和持续的高通胀,这一研究课题至关重要。本研究旨在通过考察利率变化的速度及其对金融条件的影响,尤其是在实际负利率环境下的影响,为相关文献做出贡献。研究旨在通过纳入一个动量变量来捕捉利率变化的速度,从而扩展和完善澳大利亚储备银行开发的金融条件指数(FCI)。研究利用动态因素模型对九大类 73 个数据序列进行了调查,并按季度构建了 FCI。结果表明,利率的快速变化会对金融状况产生重大影响,在模型中占有重要权重,因此需要谨慎的政策考量。
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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