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Forecasting downside and upside realized volatility: The role of asymmetric information 预测下行和上行已实现波动率:不对称信息的作用
Q1 Economics, Econometrics and Finance Pub Date : 2024-06-01 Epub Date: 2024-02-29 DOI: 10.1016/j.jeca.2024.e00357
Daiki Maki

This study examines which asymmetric variables lead to the better forecast performance of downside and upside risks. The models used in this study measure downside and upside risks using realized semivariance. In addition to their past values, the models utilize return, volume, and jump components as asymmetric variables. We apply these models to major exchange-traded funds (ETFs) and show that asymmetric return variables increase the forecast performance of downside and upside risks for all ETFs. For bond, commodity, and crude oil ETFs, asymmetric trading volume variables are also found to be an important factor in better forecast performance. These results indicate that asymmetric information plays an important role in forecasting downside and upside risks, enabling superior risk management and investment strategy formulation.

本研究探讨了哪些非对称变量能使下行风险和上行风险的预测效果更好。本研究使用的模型利用已实现半方差来衡量下行和上行风险。除了过去的价值外,模型还利用回报率、成交量和跳空成分作为非对称变量。我们将这些模型应用于主要的交易所交易基金(ETF),结果表明非对称收益变量提高了所有 ETF 的下行和上行风险预测性能。对于债券、商品和原油 ETF,非对称交易量变量也是提高预测性能的一个重要因素。这些结果表明,非对称信息在预测下行和上行风险方面发挥着重要作用,有助于实现卓越的风险管理和投资策略制定。
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引用次数: 0
Unbounded heteroscedasticity in autoregressive models 自回归模型中的无界异方差
Q1 Economics, Econometrics and Finance Pub Date : 2024-06-01 Epub Date: 2024-01-22 DOI: 10.1016/j.jeca.2023.e00351
Nikolaos Kourogenis , Nikitas Pittis , Panagiotis Samartzis

This paper develops the asymptotic theory for stable autoregressive models in which the noise variance grows in a polynomial-like fashion. It is shown that the asymptotic distribution of the OLS estimator of the coefficient vector is multivariate normal with a covariance matrix that depends on the order, k, of the variance growth. A consistent estimator of k is proposed, which delivers heteroscedasticity-robust test statistics. The case of “variance decline” is studied as well. It is demonstrated that by means of a simple data transformation producing the time reversed image of the original series, the problem of “variance decrease” can be reformulated in terms of that of polynomial-like variance growth. Simulation evidence suggests that the new procedures work quite well in small samples. Finally, the new methods are used in order to measure potential asymmetries in business cycles dynamics among several OECD countries.

本文发展了稳定自回归模型的渐近理论,在这些模型中,噪声方差以类似多项式的方式增长。结果表明,系数向量 OLS 估计数的渐近分布是多元正态分布,其协方差矩阵取决于方差增长的阶数 k。我们提出了 k 的一致估计值,它提供了异方差稳健的检验统计量。还研究了 "方差下降 "的情况。结果表明,通过简单的数据转换,产生原始序列的时间反转图像,"方差下降 "问题可以用多项式类方差增长问题来重新表述。模拟证据表明,新程序在小样本中效果相当好。最后,新方法被用于衡量几个经合组织国家之间商业周期动态的潜在不对称。
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引用次数: 0
Asymmetric effects of uncertainty on investment: Empirical evidence from India 不确定性对投资的不对称影响:印度的经验证据
Q1 Economics, Econometrics and Finance Pub Date : 2024-06-01 Epub Date: 2024-04-23 DOI: 10.1016/j.jeca.2024.e00359
Masudul Hasan Adil , Amrita Roy

Investment is envisaged as a prerequisite for improving productivity and growth in any economy. In India, investment has decelerated during the global financial crisis (GFC) of 2008, especially after 2011–12, which has spurred a heated discussion regarding causes accountable for elongated slowdown. To this end, we empirically examine the causal nexus between investment and its covariates in an asymmetric framework. The present study finds asymmetric cointegration along with short-run impact asymmetry, long-run reaction asymmetry, and adjustment asymmetry between investment and its covariates. Furthermore, evidence of asymmetric Granger causality is also established. Our study's conclusions have important policy outcomes to combat the economy's downturn in investment.

在任何经济体中,投资都被视为提高生产力和实现增长的先决条件。在印度,投资在 2008 年全球金融危机(GFC)期间减速,尤其是在 2011-12 年之后,这引发了关于投资长期放缓原因的激烈讨论。为此,我们在非对称框架下对投资及其协变量之间的因果关系进行了实证研究。本研究发现,投资与其协变量之间存在非对称协整关系、短期影响非对称关系、长期反应非对称关系和调整非对称关系。此外,非对称格兰杰因果关系的证据也已确立。我们的研究结论对于应对经济投资下滑具有重要的政策效果。
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引用次数: 0
Optimal threshold taxation: An empirical investigation for developing economies 最优起征点税收:发展中经济体的实证研究
Q1 Economics, Econometrics and Finance Pub Date : 2024-06-01 Epub Date: 2023-11-25 DOI: 10.1016/j.jeca.2023.e00343
Lucas Menescal , José Alves

In this study, we empirically assess both linear and nonlinear relationships between the total tax burden and various tax items with real per capita GDP growth rates for 41 developing countries between 1990 and 2019. We use panel data techniques to evaluate the impact of taxation, as a percentage of GDP, on economic growth in both the short and long run perspectives, and to identify threshold values for different types of taxes. In addition to contributing to previous evidence on the linear effects, our results support the existence of nonlinearities and motivate policies aimed at raising certain tax revenues without hindering economic growth.

在本研究中,我们实证评估了1990年至2019年41个发展中国家总税负与各税目与实际人均GDP增长率之间的线性和非线性关系。我们使用面板数据技术,从短期和长期角度评估税收占GDP的百分比对经济增长的影响,并确定不同类型税收的阈值。除了为之前关于线性效应的证据做出贡献外,我们的结果还支持非线性的存在,并激励旨在提高某些税收收入而不阻碍经济增长的政策。
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引用次数: 0
Asymmetric effects of economic policy uncertainty on demand for money in developed countries 经济政策不确定性对发达国家货币需求的不对称影响
Q1 Economics, Econometrics and Finance Pub Date : 2024-06-01 Epub Date: 2024-01-03 DOI: 10.1016/j.jeca.2023.e00350
Salah A. Nusair , Dennis Olson , Jamal A. Al-Khasawneh

This paper examines the asymmetric effects of economic policy uncertainty (EPU) on the demand for money in Canada, Japan, the United Kingdom, and the United States. We use linear and nonlinear ARDL models with monthly data over the period 1985–2022 to conduct the analysis. Results from the linear ARDL model show that changes in EPU have no short-run or long-run effect on money demand in any country, except in the US, where changes in EPU have a positive short-run effect. However, with the nonlinear ARDL model, we find evidence of short-run and long-run effects across all four countries. Both increases and decreases in EPU have negative long-run effects on Canadian and UK money demand, but a positive effect on US money demand. For Japan, rising EPU has a positive effect on money demand, whereas falling EPU is insignificant. The long-run results are consistent in each country over time. The recent COVID-19 period had a short-run impact across countries and a long-run effect on the relationship between EPU and money demand in Canada and the UK. In contrast, the Brexit period had no differential long-run impact on money demand across countries, and a short run impact was only observed in the UK. Our results highlight the importance of adopting nonlinear ARDL models instead of linear models to analyze money demand and the need to examine countries separately since the long-run effects of EPU on money demand vary across countries.

本文研究了经济政策不确定性(EPU)对加拿大、日本、英国和美国货币需求的非对称影响。我们使用线性和非线性 ARDL 模型以及 1985-2022 年期间的月度数据进行分析。线性 ARDL 模型的结果显示,EPU 的变化对任何国家的货币需求都没有短期或长期影响,只有美国例外,EPU 的变化对美国的货币需求有积极的短期影响。然而,通过非线性 ARDL 模型,我们发现所有四个国家都存在短期和长期影响。EPU的上升和下降对加拿大和英国的货币需求都有负面的长期影响,但对美国的货币需求有正面影响。就日本而言,EPU 的上升对货币需求有积极影响,而 EPU 的下降则不显著。各国的长期结果在不同时期是一致的。最近的 COVID-19 期间对各国产生了短期影响,对加拿大和英国的 EPU 与货币需求之间的关系产生了长期影响。相比之下,英国脱欧时期对各国的货币需求没有不同的长期影响,仅在英国观察到短期影响。我们的研究结果凸显了采用非线性 ARDL 模型而非线性模型分析货币需求的重要性,以及对各国进行单独研究的必要性,因为 EPU 对货币需求的长期影响因国家而异。
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引用次数: 0
Editors’ introduction 编辑导言
Q1 Economics, Econometrics and Finance Pub Date : 2024-06-01 Epub Date: 2024-02-01 DOI: 10.1016/j.jeca.2024.e00353
George Alogoskoufis , Thanasis Stengos
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引用次数: 0
Quantile dependence and asymmetric connectedness between global financial market stress and REIT returns: Evidence from the COVID-19 pandemic 全球金融市场压力与房地产投资信托回报之间的量级依赖性和非对称关联性:来自 COVID-19 大流行病的证据
Q1 Economics, Econometrics and Finance Pub Date : 2024-06-01 Epub Date: 2024-01-12 DOI: 10.1016/j.jeca.2024.e00352
Mohammed Armah , Godfred Amewu

Using daily data for the financial stress index of the US and real estate investment trusts (REITs) returns from February 2, 2020, to January 20, 2022, we investigate the frequency-dependent and asymmetric connectedness between global financial market stress and REIT returns for the top 12 REIT regimes in America, Europe, and Asia. We use a novel asymmetric, noise-reducing-domain EEMD-based quantile connectedness and quantile-on-quantile regression technique and the quantile vector autoregression (QVAR) connectedness approach. The findings divulge that at the upper quantile financial market stress is a major risk transmitter, transmitting risk towards Germany, France, Netherlands, New Zealand, the UK, and Canada. The findings of the study explicate the pivotal role of the financial soundness on the housing market, which is one of the main drivers of the economy. Investors and market participants should observe the conditional state of market dynamics and its associated policies for risk management and diversification strategies in real estate investment.

利用 2020 年 2 月 2 日至 2022 年 1 月 20 日美国金融压力指数和房地产投资信托(REITs)回报率的每日数据,我们研究了全球金融市场压力与美国、欧洲和亚洲前 12 个房地产投资信托体系的房地产投资信托回报率之间的频率依赖性和非对称关联性。我们使用了一种新颖的非对称、降噪域 EEMD 量化连接性和量化对量化回归技术,以及量化向量自回归(QVAR)连接性方法。研究结果表明,在上量级,金融市场压力是主要的风险传递者,将风险传递到德国、法国、荷兰、新西兰、英国和加拿大。研究结果解释了金融稳健性对住房市场的关键作用,而住房市场是经济的主要驱动力之一。投资者和市场参与者应观察市场动态的条件状态及其相关政策,以便在房地产投资中实施风险管理和多样化战略。
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引用次数: 0
Extreme quantile spillovers and connectedness between oil and Chinese sector markets: A portfolio hedging analysis 石油和中国行业市场之间的极端分位数溢出和连通性:一个投资组合对冲分析
Q1 Economics, Econometrics and Finance Pub Date : 2023-11-01 Epub Date: 2023-08-15 DOI: 10.1016/j.jeca.2023.e00327
Walid Mensi , Mohammad Alomari , Xuan Vinh Vo , Sang Hoon Kang

Oil price instabilities have direct and heterogeneous implications for stock sector markets as a result of portfolio risk management and fund allocations. Previous studies have shown that the oil-stock market nexus is asymmetric and strongly vulnerable to international events. Using daily data of ten Chinese stock sector indices and the West Texas Intermediate crude oil futures over the period from July 2, 2007, to September 3, 2021, we examine the quantile return spillovers and interconnectedness between these markets using the approach of Ando et al. (2022), showing that return spillovers between the markets under investigation are more pronounced under bearish market conditions than during bullish ones. Major financial, political, energy, and COVID-19 pandemic events have magnified spillovers. Irrespective of the state of the market, oil is always a net receiver of return spillovers. Moreover, for all sectors other than materials, the sector that acts as a net receiver during bearish market conditions becomes a net contributor during bullish market conditions, and vice versa. During the COVID-19 period, the hedging technique was the most cost-effective. In the event of a global pandemic, the IT, financial, telecommunication, and energy sectors can benefit from oil's higher hedging effectiveness. Oil was a cheaper hedging asset during the pandemic, and it offered the highest hedging effectiveness to utilities before the outbreak and to the financial sector during the COVID-19 pandemic.

由于投资组合风险管理和基金配置,油价不稳定对股票市场有直接和异质的影响。先前的研究表明,石油-股票市场关系是不对称的,并且极易受到国际事件的影响。利用2007年7月2日至2021年9月3日期间10个中国股市指数和西德克萨斯中质原油期货的每日数据,我们使用Ando等人(2022)的方法检验了这些市场之间的分位数回报溢出效应和相互关联性,结果表明,在看跌市场条件下,被调查市场之间的回报溢出效应比看涨市场条件下更为明显。重大金融、政治、能源和COVID-19大流行事件放大了溢出效应。无论市场状况如何,石油总是回报溢出效应的净接受者。此外,对于除材料以外的所有行业,在看跌市场条件下充当净接受者的行业在看涨市场条件下成为净贡献者,反之亦然。在新冠肺炎疫情期间,对冲技术是最具成本效益的。在发生全球性流行病的情况下,IT、金融、电信和能源部门可以从石油较高的对冲效率中受益。在疫情期间,石油是一种更便宜的对冲资产,在疫情爆发前,石油为公用事业提供了最高的对冲效率,在COVID-19大流行期间,石油为金融部门提供了最高的对冲效率。
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引用次数: 0
Do exogenous economic crises change investors’ response to earnings announcements?: A detailed review using the data from COVID-19 pandemic 外源性经济危机会改变投资者对财报的反应吗?:利用COVID-19大流行的数据进行详细审查
Q1 Economics, Econometrics and Finance Pub Date : 2023-11-01 Epub Date: 2023-09-04 DOI: 10.1016/j.jeca.2023.e00330
Arati Kale , Devendra Kale

We investigate the impact of an exogenous economic crisis on investors' response to corporate earnings announcements. We use COVID-19 as an exogenous shock as an unanticipated macroeconomic event. Given the general fear and economic uncertainty, the COVID-19 pandemic provides a natural setting to investigate how investors reacted to earnings announcements. Did the investors excessively punish the stock for negative performance (since it confirmed their general fear), or did they reward good performers excessively since beating expectations was especially tough in the crisis? We find that the pandemic exacerbated investors' responses to earnings announcements. We further find that investors' reactions to significant positive earnings surprises were more prominent than to large negative ones. Our results are robust to alternate specifications and parallel trend analysis. We contribute to the literature by providing evidence on how the uncertainty caused by an economic crisis can impact investors’ response to earnings news.

我们研究了外源性经济危机对投资者对公司收益公告反应的影响。我们将2019冠状病毒病视为一种外生冲击,一种意料之外的宏观经济事件。鉴于普遍的恐惧和经济的不确定性,COVID-19大流行为调查投资者对公司财报的反应提供了一个自然的环境。投资者是过度惩罚表现不佳的股票(因为这证实了他们的普遍担忧),还是过度奖励表现良好的股票(因为在危机中,超出预期尤其困难)?我们发现,疫情加剧了投资者对财报的反应。我们进一步发现,投资者对显著的正面收益意外的反应比对重大的负面收益意外的反应更为突出。我们的结果对替代规范和并行趋势分析具有鲁棒性。我们通过提供经济危机引起的不确定性如何影响投资者对收益新闻的反应的证据来贡献文献。
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引用次数: 0
Macroeconomic effects of fiscal consolidation on economic activity in SSA countries 财政整顿对撒哈拉以南非洲国家经济活动的宏观经济影响
Q1 Economics, Econometrics and Finance Pub Date : 2023-11-01 Epub Date: 2023-06-11 DOI: 10.1016/j.jeca.2023.e00312
Gabriel Temesgen Woldu , Izabella Szakálné Kanó
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引用次数: 2
期刊
Journal of Economic Asymmetries
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