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Should models of monetary policy asymmetry include interaction terms? 货币政策不对称模型是否应该包括相互作用项?
Q1 Economics, Econometrics and Finance Pub Date : 2023-06-01 DOI: 10.1016/j.jeca.2023.e00300
Thomas Stockwell

This paper investigates whether the response of U.S. output to a monetary policy shock is symmetric to the direction of the shock, the size of the shock, and the phase of the business cycle. Many papers in this literature use models that contain only one type of asymmetry; however, looking at individual types of asymmetry may not be enough, and interactions between the asymmetries may be important. My results show that business cycle and directional asymmetry are important and that stimulative monetary policy shocks taken during recessions have little effect on output. This result is missed in models that do not consider multiple types of asymmetry and their interactions.

本文研究了美国产出对货币政策冲击的反应是否与冲击的方向、冲击的大小和商业周期的阶段对称。这篇文献中的许多论文使用的模型只包含一种类型的不对称性;然而,仅仅观察个体类型的不对称可能是不够的,不对称之间的相互作用可能很重要。我的研究结果表明,商业周期和方向不对称很重要,经济衰退期间采取的刺激性货币政策冲击对产出几乎没有影响。在没有考虑多种类型的不对称及其相互作用的模型中,这一结果被忽略了。
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引用次数: 0
Asymmetric spillover effects of Covid-19 on the performance of the Islamic finance industry: A wave analysis and forecasting 新冠肺炎疫情对伊斯兰金融业绩效的非对称溢出效应:波动分析与预测
Q1 Economics, Econometrics and Finance Pub Date : 2023-06-01 DOI: 10.1016/j.jeca.2022.e00280
Ghulam Ghouse , Muhammad Ishaq Bhatti , Aribah Aslam , Nawaz Ahmad

This paper investigates the spillover effects of the waves of Covid-19 that affected the performance of the Islamic financial sector index (KMI 30) concerning Pakistan's stock exchange. The daily data is used on confirmed registered cases of Covid-19 and the KMI 30 stock prices from February 2020 to June 2022. The data is distributed into five segments on the basis of Covid-19 waves. The asymmetric GJR-GARCH is used to capture the effect of Covid-19 during each wave and E-GARCH is used to see the positive and negative impacts of Covid-19 on KMI through spillover effects. The E-GARCH model also serves to forecast the conditional variance. The Chow structural break point and Bai and Perron tests identify the structural breaks in each wave. Results of structural break testing confirm the presence breaks in each wave. Meanwhile volatility modeling results indicate there is an asymmetric effect in the return series. The E-GARCH model results reveal that there is return and volatility spillover effect from Covid-19 to KMI 30 in each wave. In future the conditional volatility remains less than the expected volatility as predicted by the forecasting statistics. We respond to policy calls by sharing our novel research in not only combating, but also assisting the required urgency of planning for future of Covid-19 outbreaks.

本文研究了新冠肺炎疫情对巴基斯坦证券交易所伊斯兰金融部门指数(KMI 30)表现的溢出效应。每日数据是根据2020年2月至2022年6月的确诊病例和KMI 30指数股价计算的。数据根据新冠肺炎疫情分为五个部分。非对称GJR-GARCH用于捕捉每波疫情期间的影响,E-GARCH用于通过溢出效应观察Covid-19对KMI的正面和负面影响。E-GARCH模型也用于预测条件方差。Chow结构断裂点以及Bai和Perron测试确定了每个波中的结构断裂。结构断裂试验的结果证实了每一波中都存在断裂。同时,波动率建模结果表明,收益率序列存在不对称效应。E-GARCH模型结果表明,每一波疫情对KMI 30都存在回归和波动溢出效应。在未来,条件波动率仍然小于预测统计预测的预期波动率。我们响应政策呼吁,分享我们的新研究成果,不仅抗击疫情,而且协助紧迫规划未来的Covid-19疫情。
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引用次数: 6
Quantile and asymmetric return connectedness among BRICS stock markets 金砖国家股市的分位数和非对称回报关联
Q1 Economics, Econometrics and Finance Pub Date : 2023-06-01 DOI: 10.1016/j.jeca.2023.e00303
Kingstone Nyakurukwa, Yudhvir Seetharam

We investigate the quantile and asymmetric return connectedness among the BRICS stock exchanges between 1 January 2002 and 31 December 2022. Over the years the BRICS stock markets have become emerging market choices for global investors interested in international diversification. As a result, the characteristics of these markets and how they interact with each other are important to international investors. We use quantile connectedness to examine return spillovers, particularly at the extreme left and right tails, as opposed to connectedness in the middle. The group's level of return connectedness, as determined by mean-based connectedness measures is only 30.58%. However, we find that levels of quantile-connectedness are substantially higher when using a unique quantile-based connectedness technique, more than doubling to more than 70% at the extreme upper and lower tails respectively. We also utilise a novel asymmetric connectedness approach that disaggregates overall connectedness into its positive and negative constituents. Positive return connectedness is more pronounced than negative return connectedness.

我们研究了2002年1月1日至2022年12月31日期间金砖国家证券交易所的分位数和非对称回报联系。多年来,金砖国家股票市场已成为国际多元化投资者的新兴市场选择。因此,这些市场的特点以及它们之间的相互作用对国际投资者来说非常重要。我们使用分位数连通性来检查回报溢出,特别是在最左和最右尾部,而不是中间的连通性。该群体的回报连通性水平(由基于均值的连通性衡量标准决定)仅为30.58%。然而,我们发现,当使用一种独特的基于分位数的连通性技术时,分位数连通性的水平要高得多,在极端上尾和下尾分别增加了一倍多,达到70%以上。我们还利用了一种新的不对称连通性方法,将整体连通性分解为积极和消极的成分。积极回报联系比消极回报联系更明显。
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引用次数: 2
European market timing 欧洲市场时机
Q1 Economics, Econometrics and Finance Pub Date : 2023-06-01 DOI: 10.1016/j.jeca.2022.e00279
Anis El Ammari , Marta Vidal , Javier Vidal-García

In this paper, we analyze equity mutual funds from the main European countries using daily and monthly returns to determine whether the temporary frequency of the data produces changes in the identification of timing skills by fund managers that justifies the current trend in the finance literature of using daily returns instead of monthly observations for performance measurement purposes. In our analysis we employ data for 17 European countries from 1990 to 2020, we appreciate a greater significance in the results obtained when using daily returns, approximately 10% of funds show significantly positive market timing skills and the same proportion of funds show negative market timing across countries. In the present study, we show the usefulness of the increase in the temporal frequency of the observations as the use of daily data instead of monthly returns implies a greater significance in the results obtained. Our findings indicate that some mutual fund managers take advantage of the predictability of market returns explained in the finance literature. Thus, potential investors might try to identify the managers who have these timing skills to invest in their funds.

在本文中,我们使用日回报率和月回报率分析了欧洲主要国家的股票共同基金,以确定数据的临时频率是否会导致基金经理在识别时机技能方面发生变化,从而证明金融文献中使用日回报而非月观察来衡量业绩的当前趋势是合理的。在我们的分析中,我们使用了1990年至2020年17个欧洲国家的数据,我们意识到在使用每日回报时获得的结果具有更大的意义,大约10%的基金表现出显著的积极市场时机技能,同样比例的基金在各国表现出消极的市场时机。在本研究中,我们表明了观测时间频率增加的有用性,因为使用每日数据而不是每月回报意味着所获得的结果具有更大的意义。我们的研究结果表明,一些共同基金经理利用了金融文献中解释的市场回报的可预测性。因此,潜在投资者可能会试图确定那些具备投资基金时机技能的经理。
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引用次数: 0
Incorporating financial development indicators into early warning systems 将金融发展指标纳入预警系统
Q1 Economics, Econometrics and Finance Pub Date : 2023-06-01 DOI: 10.1016/j.jeca.2022.e00284
Alexey Ponomarenko, Stas Tatarintsev

We set up an early warning system for financial crises based on the Random Forrest approach. We use a novel set of predictors that comprises financial development indicators in addition to conventional imbalances measures. The evaluation of the model is conducted using a three-step procedure (i.e. training, validation and testing sub-samples). The results indicate that combining financial imbalances and financial development indicators helps to improve the out-of-sample accuracy of the early warning system.

我们建立了一个基于随机福雷斯特方法的金融危机预警系统。我们使用了一组新的预测指标,其中包括金融发展指标以及传统的失衡指标。使用三步程序(即训练、验证和测试子样本)对模型进行评估。结果表明,将金融失衡与金融发展指标相结合有助于提高预警系统的样本外准确性。
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引用次数: 0
The scope and methodology of economic and financial asymmetries 经济和金融不对称的范围和方法
Q1 Economics, Econometrics and Finance Pub Date : 2023-06-01 DOI: 10.1016/j.jeca.2023.e00297
George Alogoskoufis , A.G. Malliaris , Thanasis Stengos

This paper focuses on economic and financial asymmetries by addressing methodological issues related to the meaning of economic asymmetries and how such asymmetries arise in markets, general equilibrium modeling and in national and global economies. The methodology of modeling asymmetric information began with Akerlof's celebrated model of “lemons” and while these asymmetries were quickly adopted in microeconomics, macroeconomics, business cycles and related areas, economic policies adapted the concept of asymmetries to highlight the importance of unequal magnitudes of responses among economic and financial variables. We discuss numerous topics that illustrate the large scope of economic and financial asymmetries in actual economies and their modeling to establish their methodological centrality in economic analysis and policy.

本文通过解决与经济不对称的含义相关的方法论问题,以及这种不对称如何在市场、一般均衡模型以及国家和全球经济中产生,重点关注经济和金融不对称。不对称信息建模方法始于阿克洛夫著名的“柠檬”模型,虽然这些不对称很快被微观经济学、宏观经济学、商业周期和相关领域所采用,但经济政策调整了不对称的概念,以强调经济和金融变量之间不平等响应的重要性。我们讨论了许多主题,这些主题说明了实际经济中经济和金融不对称的巨大范围,以及它们的建模,以确定它们在经济分析和政策中的方法中心地位。
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引用次数: 0
Asymmetric impact of economic policy uncertainty on cryptocurrency market: Evidence from NARDL approach 经济政策不确定性对加密货币市场的不对称影响:来自NARDL方法的证据
Q1 Economics, Econometrics and Finance Pub Date : 2023-06-01 DOI: 10.1016/j.jeca.2023.e00298
Simran, Anil Kumar Sharma

The study examines the relationship between cryptocurrency market and economic policy uncertainty (EPU) by concentrating on the top five cryptocurrencies assessed by market capitalization. We investigate long and short-run effects of global EPU on the returns of Bitcoin, Ethereum, Tether, Binance coin and Ripple, along with ascertaining asymmetries, through the NARDL (Non-Linear Autoregressive Distributed Lag) model, for the period ranging from September 2017 to August 2022. In the long run, except for Tether, all other cryptocurrencies are negatively affected by EPU, challenging the safe hedge properties of cryptocurrencies. However, Bitcoin, Ethereum, Binance coin and Ripple display positive relations with growing EPU in short run, reflecting their safe haven attributes over a shorter horizon. Additionally, these cryptocurrencies exhibit asymmetries in the short run. Further, we analyse the effect of US, Chinese and Indian EPU on bitcoin returns to understand the effect of EPU shocks of advanced and emerging economies. US EPU has long-run negative effects on bitcoin market, whereas Indian and Chinese EPU have no significant impact in long term. Moreover, our analysis also establishes the detrimental impact of the Indian government's crypto tax policy on bitcoin. The study has relevance for current and potential investors of the cryptocurrency market apart from the policymakers and regulatory bodies.

该研究通过关注按市值评估的前五种加密货币,研究了加密货币市场与经济政策不确定性(EPU)之间的关系。我们在2017年9月至2022年8月期间,通过NARDL(非线性自回归分布式滞后)模型,研究了全球EPU对比特币、以太坊、Tether、币安币和瑞波币回报的长期和短期影响,并确定了不对称性。从长远来看,除Tether外,所有其他加密货币都受到EPU的负面影响,挑战了加密货币的安全对冲属性。然而,比特币、以太坊、币安币和瑞波币在短期内与EPU的增长呈正相关,反映了它们在较短时间内的避险属性。此外,这些加密货币在短期内表现出不对称性。此外,我们分析了美国、中国和印度EPU对比特币回报的影响,以了解发达经济体和新兴经济体EPU冲击的影响。美国EPU对比特币市场有长期的负面影响,而印度和中国EPU对比特币市场的长期影响不显著。此外,我们的分析还确定了印度政府的加密货币税收政策对比特币的不利影响。除了政策制定者和监管机构之外,该研究还与加密货币市场的当前和潜在投资者相关。
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引用次数: 3
Dynamic asymmetric connectedness in technological sectors 技术部门的动态不对称连通性
Q1 Economics, Econometrics and Finance Pub Date : 2023-06-01 DOI: 10.1016/j.jeca.2022.e00287
Muneer M. Alshater , Huthaifa Alqaralleh , Rim El Khoury

This paper investigates the asymmetric, time, and frequency-based volatility spillovers in global IT industries. To this end, we introduce a new Wavelet-Time Varying Parameter-VAR (W-TVP-VAR) approach to compute connectedness combined with the asymmetrical connectedness of (Barndorff-Nielsen et al., 2010) and (Baruník et al., 2016, 2017) at different frequencies. Daily stock prices of the IT sector in thirteen countries representing the top technologically advanced countries ranging from January 15, 2016, until June 24, 2022, are used. The empirical results show that the aggregate volatility is slowly transmitted across markets with an effect lasting more than twenty days. The result also supports the presence of asymmetrical transmission as downside spillovers dominate upside spillovers, regardless of the frequency. Furthermore, the time-varying spillover shows the dominance of downside spillovers in various crisis periods, especially during the pandemic. The time and frequency-based spillover indicate that the overall spillover increased during the recent COVID-19 pandemic crisis period, which is mostly driven by the short-term, suggesting that panic decisions and herd behavior result in extreme connectedness. These findings are helpful to participants and policymakers.

本文研究了全球IT行业中基于不对称、时间和频率的波动溢出。为此,我们引入了一种新的小波时变参数VAR(W-TVP-VAR)方法,结合(Barndorf-Nielsen et al.,2010)和(Baruník et al.,20162017)在不同频率下的非对称连通性来计算连通性。使用2016年1月15日至2022年6月24日期间,代表技术最先进国家的13个国家的IT部门的每日股价。实证结果表明,总波动率在市场之间缓慢传递,其影响持续20多天。这一结果也支持了不对称传导的存在,因为无论频率如何,下行溢出都主导着上行溢出。此外,时变溢出表明,在各个危机时期,尤其是在疫情期间,下行溢出占主导地位。基于时间和频率的溢出表明,在最近的新冠肺炎大流行危机期间,总体溢出增加,这主要是由短期驱动的,这表明恐慌决策和群体行为导致了极端的联系。这些发现有助于参与者和决策者。
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引用次数: 0
Does Indian economy asymmetrically respond to oil price shocks? 印度经济对油价冲击的反应是否不对称?
Q1 Economics, Econometrics and Finance Pub Date : 2023-06-01 DOI: 10.1016/j.jeca.2023.e00299
Abdhut Deheri , M. Ramachandran

This article investigates whether oil price shocks have an asymmetric impact on certain key macroeconomic variables, viz., industrial output, inflation, exchange rates, and stock returns in India. The empirical evaluation of this issue involves using recently developed slope and impulse response-based symmetry tests advocated by Kilian and Vigfusson (2011a). The evidence based on Wald test indicate that there is asymmetry and nonlinearity in the response of macroeconomic variables to oil price shocks. The evidence obtained from impulse responses suggests that most of the macroeconomic variables asymmetrically respond to small and large oil price shocks over different forecast horizons. However, electricity production, nominal effective exchange rate, stock return and inflation measure based on wholesale price index respond symmetrically to oil price shocks using the slope test. These findings are found to be robust to alternative lag structures utilized in the estimation.

本文研究了油价冲击是否对印度的某些关键宏观经济变量(即工业产出、通货膨胀、汇率和股票回报)产生不对称影响。对这一问题的实证评估包括使用Kilian和Vigfusson (2011a)倡导的最近开发的基于斜率和脉冲响应的对称性测试。基于Wald检验的证据表明,宏观经济变量对油价冲击的响应存在不对称性和非线性。从脉冲响应中获得的证据表明,在不同的预测范围内,大多数宏观经济变量对大小油价冲击的响应是不对称的。然而,电力生产、名义有效汇率、股票收益率和基于批发价格指数的通货膨胀指标对油价冲击的响应是对称的。这些发现对估计中使用的其他滞后结构具有鲁棒性。
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引用次数: 1
Determinants affecting digital financial consumer protection: Evidence from 135 countries 影响数字金融消费者保护的决定因素:来自135个国家的证据
Q1 Economics, Econometrics and Finance Pub Date : 2023-06-01 DOI: 10.1016/j.jeca.2023.e00301
Van Dinh , Dao-Van Le , Duy Duong , Dung Pham

Asymmetric information in digital financial markets is increasingly becoming a severe problem in the digital era. Consumers of digital finance suffer from asymmetric information compared to financial agents due to the complexity of services and their passive position in collecting, analyzing, and processing information. This study offers measures to improve the practice of digital financial consumer protection (DFCP) through quantitative analysis, using a sample of 135 countries from 2014 to 2018. This manuscript indicates that two groups of factors positively affect financial consumer protection: market size (openness) and technological readiness. The results show that technological improvement and economic openness factors worldwide are seen as tremendous opportunities in the digital age, rather than challenges, for strengthening financial consumer protection. Governments thus need to adopt policies that focus on absorbing new technology, encouraging innovation, and opening the economy instead of controlling actions to protect their citizens.

在数字时代,数字金融市场的信息不对称问题日益突出。由于服务的复杂性以及消费者在收集、分析和处理信息方面的被动地位,数字金融消费者与金融代理相比存在信息不对称。本研究通过定量分析,利用2014年至2018年135个国家的样本,提出了改进数字金融消费者保护(DFCP)实践的措施。本文指出两组因素正向影响金融消费者保护:市场规模(开放程度)和技术准备程度。结果表明,全球范围内的技术进步和经济开放因素被视为数字时代加强金融消费者保护的巨大机遇,而不是挑战。因此,政府需要采取侧重于吸收新技术、鼓励创新和开放经济的政策,而不是控制保护公民的行动。
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引用次数: 3
期刊
Journal of Economic Asymmetries
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