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DYNAMIC LINKAGES AND INTEGRATION AMONG FIVE EMERGING BRICS MARKETS: PRE- AND POST-BRICS PERIOD ANALYSIS 金砖四国五个新兴市场的动态联系与一体化:金砖四国前后时期分析
IF 2 0 ECONOMICS Pub Date : 2022-07-06 DOI: 10.1142/s201049522250018x
A. Singh, R. Shrivastav, A. Mohapatra
This study aims to explore dynamic linkages and integration among emerging markets of BRICS, especially comparing the pre- and post-BRICS formation period behaviors and further comment upon the portfolio diversification opportunities available for global investors. Weekly closing indices of BRICS stock markets for the period 2000–2020 have been taken. Considering BRICS formation year, total period is divided into two sub-periods, pre- and post-BRICS periods. Short-run relationship has been measured through Granger causality, VAR, IRF and VDC. For long-run co-movement, Johansen co-integration is applied. To explain asymmetrical response of the market, E-GARCH Model is applied. Both Granger causality and VAR model confirm presence of short-run inter-linkages among BRICS during post-BRICS period. Johansen co-integration test also establishes more co-integrating equations during post-BRICS. E-GARCH result indicates a strong presence of asymmetry effect in the volatility of BRICS stock returns during post-BRICS and concludes the presence of leverage effect in all the BRICS markets. By integrating the findings with relevant literature, authors propose a framework that establishes BRICS formation, trade agreements and collaboration with each other has resulted into a strong relationship among BRICS nations during post-BRICS period and hints a little opportunity to global investors for portfolio diversification in short-run but no opportunity in the long-run.
本研究旨在探讨金砖国家新兴市场之间的动态联系和一体化,特别是比较金砖国家形成前后的行为,并进一步评论全球投资者可获得的投资组合多元化机会。金砖国家股市2000-2002年的每周收盘指数。考虑到金砖国家的形成年份,总时期分为前和后两个子时期。通过Granger因果关系、VAR、IRF和VDC测量了短期关系。对于长期协同运动,采用Johansen协整。为了解释市场的非对称响应,应用了E-GARCH模型。格兰杰因果关系和VAR模型都证实了后金砖国家时期金砖国家之间存在短期内在联系。约翰森协整测试也在后金砖国家时期建立了更多的协整方程。E-GARCH结果表明,在后金砖国家时期,金砖国家股票回报的波动性中存在强烈的不对称效应,并得出结论,所有金砖国家市场都存在杠杆效应。通过将研究结果与相关文献相结合,作者提出了一个框架,该框架建立了金砖国家的形成、贸易协议和相互合作。在后金砖国家时期,金砖国家之间建立了牢固的关系,并暗示全球投资者在短期内有一点投资组合多元化的机会,但在长期内没有机会。
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引用次数: 5
DOES PREMIUM EXIST IN THE STOCK MARKET FOR LABOR INCOME GROWTH RATE? A SIX-FACTOR-ASSET-PRICING MODEL: EVIDENCE FROM PAKISTAN 劳动收入增长率在股票市场中是否存在溢价?六因素资产定价模型:来自巴基斯坦的证据
IF 2 0 ECONOMICS Pub Date : 2022-06-22 DOI: 10.1142/s2010495222500178
N. Khan, H. Zada, I. Yousaf
The objective of this study is to explore Roy and Shijin [(2018). A six factor assets pricing model. Borsa Istanbul Review, 18(3), 205–217] six-factor-model of asset pricing by extending Fama and French five-factor model to include human capital as a sixth factor in the context of Pakistan — an emerging country in Asia, and to test the validity of the six-factor asset pricing model in explaining time-series variations in portfolio returns of Pakistan equity market. For this purpose, we use Fama and Macbeth’s two-pass time series regression technique to test the validity and applicability of the six-factor model. The findings indicate that the six factors model is an appropriate asset pricing model for explaining time-series variations in Pakistan. Furthermore, the human capital (labor income growth rate) is significant for most of the portfolios constructed in this study, which implies that the human capital significantly explains time-series variations in portfolio returns. The empirical results encourage all types of investors and academics to incorporate human capital into asset pricing models. It helps in more accurately estimating the required rate of return, which can improve asset pricing models.
本研究的目的是探索Roy和Shijin[(2018)。六因素资产定价模型。Borsa Istanbul Review,18(3),205–217]通过扩展Fama和法国的五因素模型,将人力资本作为第六因素纳入亚洲新兴国家巴基斯坦的背景下,并检验了六因素资产定价模型在解释巴基斯坦股市投资组合收益时间序列变化方面的有效性。为此,我们使用Fama和Macbeth的两次时间序列回归技术来检验六因素模型的有效性和适用性。研究结果表明,六因素模型是解释巴基斯坦时间序列变化的一个合适的资产定价模型。此外,人力资本(劳动收入增长率)对本研究构建的大多数投资组合都是显著的,这意味着人力资本显著解释了投资组合回报的时间序列变化。实证结果鼓励所有类型的投资者和学者将人力资本纳入资产定价模型。它有助于更准确地估计所需的回报率,从而改进资产定价模型。
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引用次数: 4
AN INFORMATIONAL THEORY OF THE DYNAMIC VALUE OF THE FIRM 企业动态价值的信息论
IF 2 0 ECONOMICS Pub Date : 2022-05-26 DOI: 10.1142/s2010495222500166
D. Yeung, Wing-Keung Wong
This paper formulates an informational theory of the evolving value of the firm under uncertainties and unknowns in the future payoff structures. In general, the horizon of business firms would last for an indefinitely long period of time, and events in the considerably far future are intrinsically unknown. The existing study of indefinite horizon firms often relies on the assumption of time-invariant structures for the derivation of an optimal solution. In this paper, information about the firm’s future payoffs will be revealed as time goes by. The firm will revise its strategies accordingly, and the process will continue indefinitely. This new approach for the analysis of infinite horizon firms via information updating provides a more realistic and practical alternative to the study of the dynamic value of the firm. Finally, information-based option pricing formulae and non-random walks and cycles in asset price can also be generated with this theory.
本文提出了一个关于未来报酬结构中不确定性和未知因素下企业价值演变的信息理论。一般来说,商业公司的前景将持续无限长的一段时间,而在相当遥远的未来发生的事件本质上是未知的。现有的对不定期限企业的研究通常依赖于时不变结构的假设来推导最优解。在本文中,随着时间的推移,有关公司未来收益的信息将被披露。公司将相应地修改其战略,这一过程将无限期地继续下去。这种通过信息更新分析无限期企业的新方法为研究企业的动态价值提供了一种更现实、更实用的选择。最后,利用该理论还可以生成基于信息的期权定价公式以及资产价格的非随机游走和周期。
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引用次数: 1
THE NEXUS BETWEEN CASH CONVERSION CYCLE, WORKING CAPITAL FINANCE, AND FIRM PERFORMANCE: EVIDENCE FROM NOVEL MACHINE LEARNING APPROACHES 现金转换周期、营运资金融资和公司绩效之间的联系:来自新型机器学习方法的证据
IF 2 0 ECONOMICS Pub Date : 2022-05-21 DOI: 10.1142/s2010495222500142
Faisal Mahmood, Umeair Shahzad, Ali Nazakat, Zahoor Ahmed, Husam Rjoub, Wing-Keung Wong
This study examines the moderating role of the cash conversion cycle (CCC) while investigating the effects of working capital finance (WCF) on firm performance. Using more than 18000 observations from Chinese manufacturing firms, we computed several proxies for each variable of the study and merged these proxies via Principal Component Analysis (PCA) to create one master proxy for each variable. These master proxies contain all the essential information of individual proxies. Hence, they are more useful in producing reliable results than individual proxies. We also compared the predicting power of 15 econometric and machine learning estimators to select the best estimator. Based on the highest [Formula: see text] value, we used two machine learning estimators, K-Nearest Neighbors (KNN), and Artificial Neural Networks (ANN) for subsequent analysis. To strengthen the empirical analysis, we employed another machine learning technique, i.e., the Bagging method, which is an ensembling technique that uses multiple estimators simultaneously to improve the accuracy and generalization of results. We used the Bagging method with 50[Formula: see text]KNN estimators. The findings unfold that the sensitivity level of firm performance to short-term debts shifts when the CCC period of firms fluctuates. More precisely, the WCF–performance relationship in firms with extended CCC is more sensitive compared with this relationship in the full sample. On segregating the three elements of CCC, we observe that the WCF–performance relationship in firms carrying extended account receivable (AR) days or extended Inventory days is more sensitive than the full sample. These findings are useful for firms’ management for revising the optimal level of short-term debts according to CCC fluctuation. Also, the lending agencies can use these results for the assessment of firms’ risk levels and adjustment of the interest rate.
本研究考察了现金转换周期(CCC)的调节作用,同时考察了营运资金融资(WCF)对企业绩效的影响。利用来自中国制造企业的18000多个观察结果,我们为研究的每个变量计算了几个代理,并通过主成分分析(PCA)将这些代理合并为每个变量创建一个主代理。这些主代理包含各个代理的所有基本信息。因此,它们在产生可靠的结果方面比单个代理更有用。我们还比较了15个计量经济学和机器学习估计器的预测能力,以选择最佳估计器。基于最高的[公式:见文本]值,我们使用了两个机器学习估计器,k -最近邻(KNN)和人工神经网络(ANN)进行后续分析。为了加强实证分析,我们采用了另一种机器学习技术,即Bagging方法,这是一种集成技术,同时使用多个估计量来提高结果的准确性和泛化。我们使用Bagging方法与50[公式:见文本]KNN估计器。研究发现,企业绩效对短期债务的敏感程度随着企业CCC期的波动而变化。更准确地说,与完整样本中的这种关系相比,具有扩展CCC的公司的wcf -绩效关系更为敏感。在分离CCC的三个要素时,我们观察到,在延长应收账款(AR)天数或延长库存天数的公司中,wcf -绩效关系比全样本更敏感。这些发现对企业管理层根据CCC波动调整短期债务的最优水平有帮助。此外,贷款机构可以利用这些结果来评估企业的风险水平和调整利率。
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引用次数: 1
MODELING OF STOCK RETURNS IN CONTINUOUS VIS-À-VIS DISCRETE TIME IS EQUIVALENT, RESPECTIVELY, TO THE CONDITIONING OF STOCK RETURNS ON A RANDOM WALK PROCESS FOR TRADE IMBALANCES VIS-À-VIS A RANDOM WALK PROCESS FOR EVOLUTION OF INFORMATION 股票收益在连续vs -À-vis离散时间下的建模,分别等价于股票收益在贸易失衡vs -À-vis随机游走过程中的条件作用,即信息演化的随机游走过程
IF 2 0 ECONOMICS Pub Date : 2022-05-14 DOI: 10.1142/s2010495222500105
Oghenovo A. Obrimah, Wing-Keung Wong
Let [Formula: see text], [Formula: see text], [Formula: see text] and [Formula: see text] denote, respectively, the current stock price, the future stock price that is conditioned on information, the minimum stock market tick size and the realized future stock price. Formal theoretical proofs in this study show modeling of stock returns in continuous time induces stock returns that have parameterization as gambles over lotteries. Stock returns have parameterization as gambles because in the presence of fairness of formation of [Formula: see text], regardless arrival of liquidity and speculative trades feasibly induces [Formula: see text]. Evolution of ‘(conditional) trade imbalances’ as random walks is shown to be a necessary and sufficient condition for parameterization of stock returns as gambles over lotteries. Suppose, on the contrary, a resort to modeling of stock returns in discrete time. The formal theory arrives at two dichotomous sufficiency conditions, which predict directionality and sizes of price changes, and facilitate evolution of stock returns as random walks. In presence of the two dichotomous conditions, fairness of formation of [Formula: see text] necessarily induces, regardless of arrival of liquidity and speculative trades, [Formula: see text]. Risk is parameterized by [Formula: see text], because all else constant, an inversion of the perturbing conditionally positive trade imbalance induces [Formula: see text]. Whereas then, [Formula: see text] has parameterization as ‘materialization of risk’, always, it is [Formula: see text] that is statistic for risk; risk, as such is well parameterized, that is, does not coincide with its materialization (note that whereas volatility is statistic for risk, it is not a statistic for materialization of risk; a statistic for risk necessarily is robust to non-materialization of risk). Given modeling in continuous time does not facilitate either of the two sufficiency conditions, always, risk has parameterization as the probability that [Formula: see text]. Since risk, as such coincides qualitatively with its materialization, it is not well parameterized. Given study findings parameterize general equilibrium, formal theoretical predictions have characterization as axiomatic statements, as opposed to propositional (parameter-dependent) statements.
令[公式:见文],[公式:见文],[公式:见文],[公式:见文],[公式:见文],[公式:见文]分别表示当前股票价格,以信息为条件的未来股票价格,股票市场最小刻度大小和实现的未来股票价格。本文的形式化理论证明表明,对连续时间股票收益的建模可以推导出具有参数化的股票收益,就像对彩票的赌博。股票收益之所以具有参数化的赌博性,是因为在存在公平性的情况下形成的[公式:见文],无论流动性和投机交易的到来都可能诱发[公式:见文]。“(有条件的)贸易失衡”作为随机游走的演变被证明是股票收益参数化为彩票赌博的充分必要条件。相反,假设在离散时间内对股票收益进行建模。正式理论得到了两个二分类充分条件,预测了价格变化的方向性和规模,并促进了股票收益作为随机漫步的演化。在两种二分条件存在的情况下,[公式:见文]形成的公平性必然导致,无论流动性和投机交易的到来,[公式:见文]。风险由[公式:见文本]参数化,因为所有其他因素不变,令人不安的有条件正贸易不平衡的反转导致[公式:见文本]。然而,[公式:见文]有参数化作为“风险的物质化”,总是,它是[公式:见文]的风险统计;风险,就其本身而言是很好的参数化,也就是说,与它的物质化不一致(注意,尽管波动性是风险的统计数据,但它不是风险物质化的统计数据;风险的统计必须对风险的非物质化具有鲁棒性)。如果连续时间建模不满足这两个充分条件中的任何一个,则风险总是参数化为:由于风险本身在质量上与其物质化是一致的,因此它不能很好地参数化。鉴于研究结果参数化一般均衡,正式的理论预测具有公理化陈述的特征,而不是命题(参数依赖)陈述。
{"title":"MODELING OF STOCK RETURNS IN CONTINUOUS VIS-À-VIS DISCRETE TIME IS EQUIVALENT, RESPECTIVELY, TO THE CONDITIONING OF STOCK RETURNS ON A RANDOM WALK PROCESS FOR TRADE IMBALANCES VIS-À-VIS A RANDOM WALK PROCESS FOR EVOLUTION OF INFORMATION","authors":"Oghenovo A. Obrimah, Wing-Keung Wong","doi":"10.1142/s2010495222500105","DOIUrl":"https://doi.org/10.1142/s2010495222500105","url":null,"abstract":"Let [Formula: see text], [Formula: see text], [Formula: see text] and [Formula: see text] denote, respectively, the current stock price, the future stock price that is conditioned on information, the minimum stock market tick size and the realized future stock price. Formal theoretical proofs in this study show modeling of stock returns in continuous time induces stock returns that have parameterization as gambles over lotteries. Stock returns have parameterization as gambles because in the presence of fairness of formation of [Formula: see text], regardless arrival of liquidity and speculative trades feasibly induces [Formula: see text]. Evolution of ‘(conditional) trade imbalances’ as random walks is shown to be a necessary and sufficient condition for parameterization of stock returns as gambles over lotteries. Suppose, on the contrary, a resort to modeling of stock returns in discrete time. The formal theory arrives at two dichotomous sufficiency conditions, which predict directionality and sizes of price changes, and facilitate evolution of stock returns as random walks. In presence of the two dichotomous conditions, fairness of formation of [Formula: see text] necessarily induces, regardless of arrival of liquidity and speculative trades, [Formula: see text]. Risk is parameterized by [Formula: see text], because all else constant, an inversion of the perturbing conditionally positive trade imbalance induces [Formula: see text]. Whereas then, [Formula: see text] has parameterization as ‘materialization of risk’, always, it is [Formula: see text] that is statistic for risk; risk, as such is well parameterized, that is, does not coincide with its materialization (note that whereas volatility is statistic for risk, it is not a statistic for materialization of risk; a statistic for risk necessarily is robust to non-materialization of risk). Given modeling in continuous time does not facilitate either of the two sufficiency conditions, always, risk has parameterization as the probability that [Formula: see text]. Since risk, as such coincides qualitatively with its materialization, it is not well parameterized. Given study findings parameterize general equilibrium, formal theoretical predictions have characterization as axiomatic statements, as opposed to propositional (parameter-dependent) statements.","PeriodicalId":43570,"journal":{"name":"Annals of Financial Economics","volume":" ","pages":""},"PeriodicalIF":2.0,"publicationDate":"2022-05-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47798710","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 5
ASYMMETRIC DEPENDENCE BETWEEN EXCHANGE RATE AND COMMODITY PRICES IN GHANA 加纳汇率与商品价格的非对称依赖性
IF 2 0 ECONOMICS Pub Date : 2022-05-07 DOI: 10.1142/s2010495222500129
C. Archer, Peterson Owusu Junior, A. Adam, Emmanuel Asafo-Adjei, S. Baffoe
An increase in globalization and financial integration has induced countries to depend on each other to survive. This has facilitated trade and investments among economies across the globe. It is expected that countries’ international economic activities would contribute to the rate of exchange between the countries. However, uncertainties may alter the dynamics of exchange rate movements, thereby minimizing the contribution of its economic activities at various market conditions. In this regard, we examine the influence of variations in prices of commodities on nominal exchange rate in Ghana. Hence, we employ quantile regression with monthly data spanning from September 2007 to December 2020 for the variables — nominal exchange rate, cocoa, gold and Brent crude oil prices. We find a significant connection among the variables for most quantiles. Also, the study reveals that an upsurge in the price of crude oil corresponds to an appreciation of the Ghana Cedi during turbulent conditions. Conversely, cocoa price tends to appreciate the Ghana Cedi for both normal and extreme market conditions. We recommend that for the country to enjoy favorable exchange rate at all market conditions, there is a need for the producers of these exported commodities to be incentivized by the government in the form of subsidies, new technological equipment and education in order for the producers to increase their efficiency and add value to these commodities while effective inflation targeting policies are deployed. Implications for the study are further provided.
全球化和金融一体化的加剧促使各国相互依赖以生存。这促进了全球经济体之间的贸易和投资。预计各国的国际经济活动将有助于提高各国之间的汇率。然而,不确定性可能会改变汇率变动的动态,从而最大限度地减少其经济活动在各种市场条件下的贡献。在这方面,我们研究了加纳商品价格变化对名义汇率的影响。因此,我们对2007年9月至2020年12月的月度数据——名义汇率、可可、黄金和布伦特原油价格——进行了分位数回归。我们发现大多数分位数的变量之间存在显著的联系。此外,研究表明,原油价格的飙升与加纳Cedi在动荡条件下的升值相对应。相反,在正常和极端的市场条件下,可可价格往往会升值。我们建议,为了使该国在所有市场条件下都能享受有利的汇率,政府需要以补贴的形式激励这些出口商品的生产商,新的技术设备和教育,以便生产商在部署有效的通胀目标政策的同时提高效率并为这些商品增值。进一步提供了对该研究的启示。
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引用次数: 8
TIME–FREQUENCY ANALYSIS BETWEEN ECONOMIC RISK AND FINANCIAL RISK IN THE MINT NATIONS: WHAT CAUSES WHAT? 铸币国经济风险与金融风险的时频分析:是什么原因造成的?
IF 2 0 ECONOMICS Pub Date : 2022-04-30 DOI: 10.1142/s2010495222500130
T. Adebayo, Derviş Kırıkkaleli, Husam Rjoub
This paper addresses a deficiency in the existing literature by examining the time–frequency domain association between economic risk (ER) and financial risk (FR) for the Mexico, Indonesia, Nigeria and Turkey (MINT) nations using dataset from 1984 to 2018. To the authors’ awareness, the relationship between economics and finance has not been thoroughly investigated in the context of risk for the MINT nations. As a result, the outcomes of this research are anticipated to provide an insight on and initiate a fresh discussion regarding the financial-economic nexus. The Breitung and Candelon (BC) causality and the wavelet coherence (WTC) techniques are used to inspect the combined time–frequency causal interrelationship between FR and ER, in accordance with the study goals. The findings from the wavelet revealed the following: (i) a one-way causality exists from ER to FR in Mexico; (ii) a one-way causality exists from FR to ER in Indonesia; (iii) a unidirectional causality exists from ER to FR in Nigeria and (iv) a one-way causality exists from FR to ER in Turkey. Furthermore, the BC causality outcomes validate the WTC outcomes. The study findings are critical for both researchers and macroeconomic policymakers and can be utilized to make appropriate measures, if necessary, by adopting alternative or more appropriate financial and economic decisions.
本文通过使用1984年至2018年的数据集研究墨西哥、印度尼西亚、尼日利亚和土耳其(MINT)国家的经济风险(ER)和金融风险(FR)之间的时频域关联,解决了现有文献中的不足。据作者所知,经济学和金融之间的关系尚未在MINT国家的风险背景下得到彻底调查。因此,这项研究的结果有望提供对金融经济关系的见解,并引发一场新的讨论。根据研究目标,使用Breitung和Candelon(BC)因果关系以及小波相干性(WTC)技术来检验FR和ER之间的组合时频因果关系。小波分析结果表明:(1)墨西哥存在从ER到FR的单向因果关系;(ii)印度尼西亚存在从FR到ER的单向因果关系;(iii)尼日利亚存在从ER到FR的单向因果关系,以及(iv)土耳其存在从FR到ER的单向因果性。此外,BC因果关系结果验证了WTC结果。研究结果对研究人员和宏观经济政策制定者都至关重要,如有必要,可通过采取替代或更适当的金融和经济决策来制定适当措施。
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引用次数: 6
A NOTE ON UNCERTAINTY DUE TO INFECTIOUS DISEASES AND OUTPUT GROWTH OF THE UNITED STATES: A MIXED-FREQUENCY FORECASTING EXPERIMENT 关于传染病造成的不确定性与美国产出增长的说明:混合频率预测实验
IF 2 0 ECONOMICS Pub Date : 2022-04-20 DOI: 10.1142/s2010495222500099
Afees A. Salisu, Rangan Gupta, Rıza Demirer
Utilizing a mixed data sampling (MIDAS) approach, we show that a daily newspaper-based index of uncertainty associated with infectious diseases can be used to predict, both in- and out-of-samples, low-frequency movements of output growth for the United States (US). The predictability of monthly industrial production growth and quarterly real Gross Domestic Product (GDP) growth during the current period of heightened economic uncertainty due to the COVID-19 pandemic is likely to be of tremendous value to policymakers.
利用混合数据抽样(MIDAS)方法,我们表明,基于日报的传染病相关不确定性指数可以用于预测样本内和样本外美国产出增长的低频变化。在新冠肺炎疫情导致经济不确定性加剧的当前时期,月度工业生产增长和季度实际国内生产总值(GDP)增长的可预测性可能对政策制定者具有巨大价值。
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引用次数: 4
Risk Aversion: Mathematical and Economic Perspectives 风险规避:数学和经济视角
IF 2 0 ECONOMICS Pub Date : 2022-04-11 DOI: 10.1142/s2010495222500117
Haim Levy
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引用次数: 0
On the Relationship Between Economic Policy Uncertainty, Geopolitical Risk and Stock Market Returns in South Korea: A Quantile Causality Analysis 经济政策不确定性、地缘政治风险与韩国股市收益的关系:分位数因果分析
IF 2 0 ECONOMICS Pub Date : 2022-02-24 DOI: 10.1142/s2010495222500087
T. Adebayo, S. Akadiri, Husam Rjoub
{"title":"On the Relationship Between Economic Policy Uncertainty, Geopolitical Risk and Stock Market Returns in South Korea: A Quantile Causality Analysis","authors":"T. Adebayo, S. Akadiri, Husam Rjoub","doi":"10.1142/s2010495222500087","DOIUrl":"https://doi.org/10.1142/s2010495222500087","url":null,"abstract":"","PeriodicalId":43570,"journal":{"name":"Annals of Financial Economics","volume":" ","pages":""},"PeriodicalIF":2.0,"publicationDate":"2022-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48150335","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 28
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Annals of Financial Economics
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