首页 > 最新文献

Quantitative Finance and Economics最新文献

英文 中文
Assessing intellectual capital performance of banks during COVID-19: Evidence from China and Pakistan COVID-19期间银行智力资本绩效评估:来自中国和巴基斯坦的证据
IF 5.3 Q1 BUSINESS, FINANCE Pub Date : 2023-01-01 DOI: 10.3934/qfe.2023017
Jian Xu, M. Haris, M. Irfan
Using quarterly data from 2019Q1 to 2020Q3, this study aims to examine the impact of COVID-19 on intellectual capital (IC) performance of banks operating in China and Pakistan. Based on the data of 34 Chinese and 41 Pakistani banks, this study applies the fixed effect method to examine this relationship, and the value added intellectual coefficient (VAIC) model is used to measure IC performance. The study shows a negative but insignificant influence of COVID-19 on IC performance of the banking sector in both countries. Likewise, the findings exhibit that IC components show resilience against COVID-19 and are slightly influenced by this crisis. The results are also consistent in robustness check. The cross-country comparison suggests that the performance of IC components in the Pakistani banking sector is higher compared to China. This is the first study that examines the impact of COVID-19 on IC performance of banks, and it might provide insights regarding the influence of crises such as COVID-19 on IC performance of banks in emerging economies.
本研究利用2019年第一季度至2020年第三季度的季度数据,旨在研究COVID-19对在中国和巴基斯坦经营的银行智力资本(IC)绩效的影响。本研究基于34家中国银行和41家巴基斯坦银行的数据,采用固定效应方法检验这一关系,并采用智力增加值系数(value added intellectual coefficient, VAIC)模型衡量其绩效。研究显示,COVID-19对两国银行业的IC绩效产生了负面但不显著的影响。同样,研究结果表明,IC组件具有抗COVID-19的韧性,并且受此次危机的影响较小。鲁棒性检验的结果也是一致的。跨国比较表明,巴基斯坦银行业IC组件的性能高于中国。这是第一个研究COVID-19对银行IC绩效影响的研究,它可能为COVID-19等危机对新兴经济体银行IC绩效的影响提供见解。
{"title":"Assessing intellectual capital performance of banks during COVID-19: Evidence from China and Pakistan","authors":"Jian Xu, M. Haris, M. Irfan","doi":"10.3934/qfe.2023017","DOIUrl":"https://doi.org/10.3934/qfe.2023017","url":null,"abstract":"Using quarterly data from 2019Q1 to 2020Q3, this study aims to examine the impact of COVID-19 on intellectual capital (IC) performance of banks operating in China and Pakistan. Based on the data of 34 Chinese and 41 Pakistani banks, this study applies the fixed effect method to examine this relationship, and the value added intellectual coefficient (VAIC) model is used to measure IC performance. The study shows a negative but insignificant influence of COVID-19 on IC performance of the banking sector in both countries. Likewise, the findings exhibit that IC components show resilience against COVID-19 and are slightly influenced by this crisis. The results are also consistent in robustness check. The cross-country comparison suggests that the performance of IC components in the Pakistani banking sector is higher compared to China. This is the first study that examines the impact of COVID-19 on IC performance of banks, and it might provide insights regarding the influence of crises such as COVID-19 on IC performance of banks in emerging economies.","PeriodicalId":45226,"journal":{"name":"Quantitative Finance and Economics","volume":"1 1","pages":""},"PeriodicalIF":5.3,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70231783","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: 0
Wavelet-based systematic risk estimation for GCC stock markets and impact of the embargo on the Qatar case 基于小波的海合会股票市场系统风险估计及禁运对卡塔尔案例的影响
IF 5.3 Q1 BUSINESS, FINANCE Pub Date : 2023-01-01 DOI: 10.3934/qfe.2023015
A. Mabrouk, Sabrine Arfaoui, Mohamed Essaied Hamrita
Systematic risk is one of the well-known indices involved in the market situation study. One of the disadvantages of scientific studies of market indices is the lack of involving extreme changes such as embargos and other crises in the model. The present paper attempts to study the impact of the embargo on systematic risk using wavelets as a mathematical-statistical tool. The proposed mathematical model was applied to the case of the Golf Council Countries (GCC) market, with the Qatar case as an example of an embargoed country. The time series applied corresponds to the Qatar stock exchange index active trade over the period January 01, 2017, to December 31, 2021, which was characterized by the main GCC embargo period against Qatar. The findings in the present work permit understanding the impact of such a crisis on the market and allow a good description of the behavior of the market during the embargo, which makes a good basis for managers, policymakers, and investors.
系统风险是市场形势研究中常用的指标之一。对市场指数进行科学研究的缺点之一是,模型中没有涉及禁运和其他危机等极端变化。本文试图利用小波作为一种数理统计工具来研究禁运对系统风险的影响。所提出的数学模型应用于高尔夫理事会国家(GCC)市场的情况,卡塔尔的情况是一个禁运国家的例子。所应用的时间序列对应于2017年1月1日至2021年12月31日期间卡塔尔证券交易所指数的活跃交易,这一时期的特点是海湾合作委员会对卡塔尔的主要禁运期。本研究的发现有助于理解这种危机对市场的影响,并允许很好地描述禁运期间的市场行为,这为管理者、政策制定者和投资者提供了良好的基础。
{"title":"Wavelet-based systematic risk estimation for GCC stock markets and impact of the embargo on the Qatar case","authors":"A. Mabrouk, Sabrine Arfaoui, Mohamed Essaied Hamrita","doi":"10.3934/qfe.2023015","DOIUrl":"https://doi.org/10.3934/qfe.2023015","url":null,"abstract":"Systematic risk is one of the well-known indices involved in the market situation study. One of the disadvantages of scientific studies of market indices is the lack of involving extreme changes such as embargos and other crises in the model. The present paper attempts to study the impact of the embargo on systematic risk using wavelets as a mathematical-statistical tool. The proposed mathematical model was applied to the case of the Golf Council Countries (GCC) market, with the Qatar case as an example of an embargoed country. The time series applied corresponds to the Qatar stock exchange index active trade over the period January 01, 2017, to December 31, 2021, which was characterized by the main GCC embargo period against Qatar. The findings in the present work permit understanding the impact of such a crisis on the market and allow a good description of the behavior of the market during the embargo, which makes a good basis for managers, policymakers, and investors.","PeriodicalId":45226,"journal":{"name":"Quantitative Finance and Economics","volume":"1 1","pages":""},"PeriodicalIF":5.3,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70231206","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: 0
Accelerated American option pricing with deep neural networks 基于深度神经网络的美式期权加速定价
IF 5.3 Q1 BUSINESS, FINANCE Pub Date : 2023-01-01 DOI: 10.3934/qfe.2023011
David Anderson, Urban Ulrych
Given the competitiveness of a market-making environment, the ability to speedily quote option prices consistent with an ever-changing market environment is essential. Thus, the smallest acceleration or improvement over traditional pricing methods is crucial to avoid arbitrage. We propose a method for accelerating the pricing of American options to near-instantaneous using a feed-forward neural network. This neural network is trained over the chosen (e.g., Heston) stochastic volatility specification. Such an approach facilitates parameter interpretability, as generally required by the regulators, and establishes our method in the area of eXplainable Artificial Intelligence (XAI) for finance. We show that the proposed deep explainable pricer induces a speed-accuracy trade-off compared to the typical Monte Carlo or Partial Differential Equation-based pricing methods. Moreover, the proposed approach allows for pricing derivatives with path-dependent and more complex payoffs and is, given the sufficient accuracy of computation and its tractable nature, applicable in a market-making environment.
考虑到做市环境的竞争性,根据不断变化的市场环境快速报价期权的能力至关重要。因此,对传统定价方法的最小加速或改进对于避免套利至关重要。我们提出了一种利用前馈神经网络将美式期权的定价加速到接近瞬时的方法。该神经网络在选定的(例如,赫斯顿)随机波动规范上进行训练。这种方法促进了参数的可解释性,正如监管机构通常所要求的那样,并在金融可解释人工智能(XAI)领域建立了我们的方法。我们表明,与典型的蒙特卡罗或基于偏微分方程的定价方法相比,所提出的深度可解释定价器引起了速度和精度的权衡。此外,所提出的方法允许对具有路径依赖和更复杂收益的衍生品进行定价,并且鉴于计算的足够准确性及其易于处理的性质,适用于做市环境。
{"title":"Accelerated American option pricing with deep neural networks","authors":"David Anderson, Urban Ulrych","doi":"10.3934/qfe.2023011","DOIUrl":"https://doi.org/10.3934/qfe.2023011","url":null,"abstract":"Given the competitiveness of a market-making environment, the ability to speedily quote option prices consistent with an ever-changing market environment is essential. Thus, the smallest acceleration or improvement over traditional pricing methods is crucial to avoid arbitrage. We propose a method for accelerating the pricing of American options to near-instantaneous using a feed-forward neural network. This neural network is trained over the chosen (e.g., Heston) stochastic volatility specification. Such an approach facilitates parameter interpretability, as generally required by the regulators, and establishes our method in the area of eXplainable Artificial Intelligence (XAI) for finance. We show that the proposed deep explainable pricer induces a speed-accuracy trade-off compared to the typical Monte Carlo or Partial Differential Equation-based pricing methods. Moreover, the proposed approach allows for pricing derivatives with path-dependent and more complex payoffs and is, given the sufficient accuracy of computation and its tractable nature, applicable in a market-making environment.","PeriodicalId":45226,"journal":{"name":"Quantitative Finance and Economics","volume":"1 1","pages":""},"PeriodicalIF":5.3,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70231461","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: 3
The risk-return relationship and volatility feedback in South Africa: a comparative analysis of the parametric and nonparametric Bayesian approach 南非的风险回报关系与波动反馈:参数贝叶斯方法与非参数贝叶斯方法的比较分析
IF 5.3 Q1 BUSINESS, FINANCE Pub Date : 2023-01-01 DOI: 10.3934/qfe.2023007
Nitesha Dwarika
This study aimed to investigate the risk-return relationship, provided volatility feedback was taken into account, in the South African market. Volatility feedback, a stronger measure of volatility, was treated as an important source of asymmetry in the investigation of the risk-return relationship. This study analyzed the JSE ALSI excess returns and realized variance for the sample period from 15 October 2009 to 15 October 2019. This study modelled the novel and robust Bayesian approach in a parametric and nonparametric framework. A parametric model has modelling assumptions, such as normality, and a finite sample space. A nonparametric approach relaxes modelling assumptions and allows for an infinite sample space; thus, taking into account every possible asymmetric risk-return relationship. Given that South Africa is an emerging market, which is subject to higher levels of volatility, the presence of volatility feedback was expected to be more pronounced. However, contrary to expectations, the test results from both the parametric and nonparametric Bayesian model showed that volatility feedback had an insignificant effect in the South African market. The risk-return relationship was then investigated free from empirical distortions that resulted from volatility feedback. The parametric Bayesian model found a positive risk-return relationship, in line with traditional theoretical expectations. However, the nonparametric Bayesian model found no relationship between risk and return, in line with early South African studies. Since the nonparametric Bayesian approach is more robust than the parametric Bayesian approach, this study concluded that there is no risk-return relationship. Therefore, investors can include South Africa in their investment portfolio with higher risk countries in order to spread their risk and derive diversification benefits. In addition, risk averse investors can find a safe environment within the South African market and earn a return in accordance to their risk tolerance.
本研究旨在调查风险回报关系,提供波动性反馈被考虑在内,在南非市场。波动率反馈是一种更强的波动率度量,在风险回报关系的研究中被视为不对称的重要来源。本研究分析了2009年10月15日至2019年10月15日样本期的JSE - ALSI超额收益和实现方差。本研究在参数和非参数框架中模拟了新颖且鲁棒的贝叶斯方法。参数模型具有建模假设,如正态性和有限样本空间。非参数方法放宽了建模假设,并允许无限样本空间;因此,考虑到每一个可能的不对称风险-收益关系。鉴于南非是一个新兴市场,波动性较高,预计波动性反馈的存在将更为明显。然而,与预期相反,参数贝叶斯模型和非参数贝叶斯模型的检验结果表明,波动率反馈对南非市场的影响不显著。然后,研究了风险回报关系,避免了波动率反馈导致的经验扭曲。参数贝叶斯模型发现了正的风险收益关系,符合传统的理论预期。然而,非参数贝叶斯模型没有发现风险和回报之间的关系,这与早期南非的研究一致。由于非参数贝叶斯方法比参数贝叶斯方法更稳健,因此本研究得出不存在风险-收益关系的结论。因此,投资者可以将南非纳入其高风险国家的投资组合中,以分散风险并获得多元化收益。此外,厌恶风险的投资者可以在南非市场找到一个安全的环境,并根据他们的风险承受能力获得回报。
{"title":"The risk-return relationship and volatility feedback in South Africa: a comparative analysis of the parametric and nonparametric Bayesian approach","authors":"Nitesha Dwarika","doi":"10.3934/qfe.2023007","DOIUrl":"https://doi.org/10.3934/qfe.2023007","url":null,"abstract":"This study aimed to investigate the risk-return relationship, provided volatility feedback was taken into account, in the South African market. Volatility feedback, a stronger measure of volatility, was treated as an important source of asymmetry in the investigation of the risk-return relationship. This study analyzed the JSE ALSI excess returns and realized variance for the sample period from 15 October 2009 to 15 October 2019. This study modelled the novel and robust Bayesian approach in a parametric and nonparametric framework. A parametric model has modelling assumptions, such as normality, and a finite sample space. A nonparametric approach relaxes modelling assumptions and allows for an infinite sample space; thus, taking into account every possible asymmetric risk-return relationship. Given that South Africa is an emerging market, which is subject to higher levels of volatility, the presence of volatility feedback was expected to be more pronounced. However, contrary to expectations, the test results from both the parametric and nonparametric Bayesian model showed that volatility feedback had an insignificant effect in the South African market. The risk-return relationship was then investigated free from empirical distortions that resulted from volatility feedback. The parametric Bayesian model found a positive risk-return relationship, in line with traditional theoretical expectations. However, the nonparametric Bayesian model found no relationship between risk and return, in line with early South African studies. Since the nonparametric Bayesian approach is more robust than the parametric Bayesian approach, this study concluded that there is no risk-return relationship. Therefore, investors can include South Africa in their investment portfolio with higher risk countries in order to spread their risk and derive diversification benefits. In addition, risk averse investors can find a safe environment within the South African market and earn a return in accordance to their risk tolerance.","PeriodicalId":45226,"journal":{"name":"Quantitative Finance and Economics","volume":"1 1","pages":""},"PeriodicalIF":5.3,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70231495","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: 0
Does industrialization trigger carbon emissions through energy consumption? Evidence from OPEC countries and high industrialised countries 工业化是否通过能源消耗引发碳排放?来自欧佩克国家和高工业化国家的证据
IF 5.3 Q1 BUSINESS, FINANCE Pub Date : 2023-01-01 DOI: 10.3934/qfe.2023009
Ayodele Idowu, Obaika M. Ohikhuare, Munem Ahmad Chowdhury
This study investigated the effect of Industrialization on carbon emissions through energy consumption for a panel of eight Organization of the Petroleum Exporting Countries (OPEC) and nine High Industrialised Countries over the period 1985 to 2020; the study employs the first generation and second-generation Unit root tests. The study further adopts the use of the Panel Autoregressive Distributed Lag Model, and Common Correlated Effect pooled mean group to estimate the parameters of the model for OPEC countries and High Industrialised Countries, respectively. In addition, the Dumitrescu-Hurlin Granger causality test is conducted to infer the direction of causality among the variables. The causality test result reveals that, in OPEC, energy consumed during industrial activity is not enough to cause carbon emission and carbon emission does not cause industrialisation to interact with energy consumption. Also, for highly industrialised countries, interaction of energy consumption and industrialization causes carbon emission, but carbon emission does not cause the interaction of energy consumption and industrialization. The estimated model shows that the interactive effect of Industrialization and energy consumption has no significant influence on carbon emissions in OPEC countries in the short and long run. In contrast, foreign direct investment and economic growth have a positive and significant effect on carbon emissions in the short run. However, for highly industrialised countries the study found that the interactive effect of energy industrialization and energy consumption has a positive and significant effect on carbon emissions in the short run. It is apparent from the study that energy consumption for industrial activities, particularly in highly industrialised countries, causes carbon emission and such policy makers should formulate policy that necessitate the use of green energy for industrial activities to improve environmental quality.
本研究调查了工业化对碳排放的影响,通过能源消费的八个石油输出国组织(欧佩克)和九个高工业化国家的小组在1985年至2020年期间;本研究采用第一代和第二代单位根检验。本研究进一步采用Panel Autoregressive Distributed Lag Model和Common correlation Effect pooled mean group分别对OPEC国家和高工业化国家的模型参数进行估计。此外,通过dumitrescui - hurlin Granger因果检验来推断变量之间的因果关系方向。因果关系检验结果表明,在欧佩克国家,工业活动中消耗的能源不足以引起碳排放,碳排放不会导致工业化与能源消耗相互作用。同样,对于高度工业化的国家,能源消费与工业化的相互作用导致了碳排放,但碳排放并没有导致能源消费与工业化的相互作用。估算模型表明,工业化和能源消费的交互效应在短期和长期对欧佩克国家的碳排放没有显著影响。相比之下,外国直接投资和经济增长在短期内对碳排放有显著的正向影响。然而,对于高度工业化的国家,研究发现能源工业化和能源消费的交互效应在短期内对碳排放具有显著的正向影响。从研究中可以明显看出,工业活动的能源消耗,特别是在高度工业化的国家,导致碳排放,这些决策者应该制定政策,使工业活动必须使用绿色能源,以改善环境质量。
{"title":"Does industrialization trigger carbon emissions through energy consumption? Evidence from OPEC countries and high industrialised countries","authors":"Ayodele Idowu, Obaika M. Ohikhuare, Munem Ahmad Chowdhury","doi":"10.3934/qfe.2023009","DOIUrl":"https://doi.org/10.3934/qfe.2023009","url":null,"abstract":"This study investigated the effect of Industrialization on carbon emissions through energy consumption for a panel of eight Organization of the Petroleum Exporting Countries (OPEC) and nine High Industrialised Countries over the period 1985 to 2020; the study employs the first generation and second-generation Unit root tests. The study further adopts the use of the Panel Autoregressive Distributed Lag Model, and Common Correlated Effect pooled mean group to estimate the parameters of the model for OPEC countries and High Industrialised Countries, respectively. In addition, the Dumitrescu-Hurlin Granger causality test is conducted to infer the direction of causality among the variables. The causality test result reveals that, in OPEC, energy consumed during industrial activity is not enough to cause carbon emission and carbon emission does not cause industrialisation to interact with energy consumption. Also, for highly industrialised countries, interaction of energy consumption and industrialization causes carbon emission, but carbon emission does not cause the interaction of energy consumption and industrialization. The estimated model shows that the interactive effect of Industrialization and energy consumption has no significant influence on carbon emissions in OPEC countries in the short and long run. In contrast, foreign direct investment and economic growth have a positive and significant effect on carbon emissions in the short run. However, for highly industrialised countries the study found that the interactive effect of energy industrialization and energy consumption has a positive and significant effect on carbon emissions in the short run. It is apparent from the study that energy consumption for industrial activities, particularly in highly industrialised countries, causes carbon emission and such policy makers should formulate policy that necessitate the use of green energy for industrial activities to improve environmental quality.","PeriodicalId":45226,"journal":{"name":"Quantitative Finance and Economics","volume":"1 1","pages":""},"PeriodicalIF":5.3,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70231301","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: 0
Stock returns and inflation expectations: Evidence from 20 major countries 股票收益和通胀预期:来自20个主要国家的证据
Q1 BUSINESS, FINANCE Pub Date : 2023-01-01 DOI: 10.3934/qfe.2023027
Thomas C. Chiang

We examine the relation between stock market returns and inflation expectations using data for 20 advanced countries. Evidence reveals that a negative relation presents in each of 18 countries; the exceptions are Brazil and Russia. The uncertainty hypothesis is established via evidence that U.S. inflation positively increases equity market volatility (EMV), which has a negative impact on U.S. and global stock returns. Evidence leads to the conclusion that both expected domestic inflation and EMV have adverse impacts on stock returns. The model is robust with different formations of inflation expectations and whether the test equations are examined using nominal or real stock returns.

& lt; abstract>我们使用20个发达国家的数据检验了股市收益与通胀预期之间的关系。证据显示,在18个国家中,每个国家都呈现负相关;巴西和俄罗斯是例外。不确定性假设是通过美国通货膨胀正增加股票市场波动率(EMV)的证据建立的,这对美国和全球股票回报产生了负面影响。有证据表明,预期国内通货膨胀和EMV对股票收益都有不利影响。该模型对不同形式的通胀预期具有鲁棒性,无论测试方程是使用名义回报还是实际股票回报进行检验。& lt; / abstract>
{"title":"Stock returns and inflation expectations: Evidence from 20 major countries","authors":"Thomas C. Chiang","doi":"10.3934/qfe.2023027","DOIUrl":"https://doi.org/10.3934/qfe.2023027","url":null,"abstract":"<abstract> <p>We examine the relation between stock market returns and inflation expectations using data for 20 advanced countries. Evidence reveals that a negative relation presents in each of 18 countries; the exceptions are Brazil and Russia. The uncertainty hypothesis is established via evidence that U.S. inflation positively increases equity market volatility (EMV), which has a negative impact on U.S. and global stock returns. Evidence leads to the conclusion that both expected domestic inflation and EMV have adverse impacts on stock returns. The model is robust with different formations of inflation expectations and whether the test equations are examined using nominal or real stock returns.</p> </abstract>","PeriodicalId":45226,"journal":{"name":"Quantitative Finance and Economics","volume":"115 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135156688","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: 0
Measuring provincial digital finance development efficiency based on stochastic frontier model 基于随机前沿模型的省级数字金融发展效率测度
IF 5.3 Q1 BUSINESS, FINANCE Pub Date : 2023-01-01 DOI: 10.3934/qfe.2023021
Guang Liu, Hong Yi, Haonan Liang
Effective development of digital finance is vital to closing the regional economic disparities. This study aims at investigating the efficiency of digital finance development in China and its implications for closing regional economic disparities. Using the stochastic frontier model, we estimate the development efficiency of digital finance in 31 provinces in China from 2011 to 2020, and reveal their characteristics of temporal evolution and spatial distribution. The results show that the efficiency of digital finance development in each province shows a tendency to increase quickly first and then slowly decline. The provinces with a higher level of digital finance development always have higher development efficiency at the beginning of the sample period, which then declines rapidly after reaching the maximum, and even less than the national average value at the end of the period, with significant regional disparities observed. The provinces with a higher level of digital finance development always have higher development efficiency at the beginning of the sample period, which then declines rapidly after reaching the maximum, and even less than the national average value at the end of the period. The imbalance of development efficiency among different provinces is increasing, and the potential for development efficiency in the central and western regions is relatively greater. These findings have important implications for promoting high-quality economic development and common prosperity in China. In the future, we should continually prevent the development efficiency of digital finance to decline rapidly in all provinces (especially in the eastern region), and strive constantly to bridge the gap of development efficiency among different province, so as to provide a better surrounding for promoting high-quality economic development and common prosperity.
数字金融的有效发展对缩小区域经济差距至关重要。本研究旨在探讨中国数字金融发展的效率及其对缩小区域经济差距的影响。利用随机前沿模型,对2011 - 2020年中国31个省份的数字金融发展效率进行了估算,揭示了其时间演化特征和空间分布特征。结果表明,各省数字金融发展效率呈现先快速上升后缓慢下降的趋势。数字金融发展水平较高的省份在样本期初的发展效率始终较高,在达到最大值后迅速下降,在样本期终时甚至低于全国平均值,区域差异显著。数字金融发展水平较高的省份在样本期初的发展效率始终较高,在达到最大值后迅速下降,在样本期终时甚至低于全国平均值。各省间发展效率的不平衡在加剧,中西部地区发展效率的潜力相对较大。这对促进中国经济高质量发展和共同繁荣具有重要意义。未来,我们要不断防止各省(特别是东部地区)数字金融发展效率快速下降,不断努力缩小各省之间发展效率的差距,为促进经济高质量发展、共同繁荣提供更好的环境。
{"title":"Measuring provincial digital finance development efficiency based on stochastic frontier model","authors":"Guang Liu, Hong Yi, Haonan Liang","doi":"10.3934/qfe.2023021","DOIUrl":"https://doi.org/10.3934/qfe.2023021","url":null,"abstract":"Effective development of digital finance is vital to closing the regional economic disparities. This study aims at investigating the efficiency of digital finance development in China and its implications for closing regional economic disparities. Using the stochastic frontier model, we estimate the development efficiency of digital finance in 31 provinces in China from 2011 to 2020, and reveal their characteristics of temporal evolution and spatial distribution. The results show that the efficiency of digital finance development in each province shows a tendency to increase quickly first and then slowly decline. The provinces with a higher level of digital finance development always have higher development efficiency at the beginning of the sample period, which then declines rapidly after reaching the maximum, and even less than the national average value at the end of the period, with significant regional disparities observed. The provinces with a higher level of digital finance development always have higher development efficiency at the beginning of the sample period, which then declines rapidly after reaching the maximum, and even less than the national average value at the end of the period. The imbalance of development efficiency among different provinces is increasing, and the potential for development efficiency in the central and western regions is relatively greater. These findings have important implications for promoting high-quality economic development and common prosperity in China. In the future, we should continually prevent the development efficiency of digital finance to decline rapidly in all provinces (especially in the eastern region), and strive constantly to bridge the gap of development efficiency among different province, so as to provide a better surrounding for promoting high-quality economic development and common prosperity.","PeriodicalId":45226,"journal":{"name":"Quantitative Finance and Economics","volume":"274 1","pages":""},"PeriodicalIF":5.3,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70231733","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: 0
Topological variability in financial markets 金融市场的拓扑变异性
IF 5.3 Q1 BUSINESS, FINANCE Pub Date : 2023-01-01 DOI: 10.3934/qfe.2023019
Aaron D. Valdivia
We investigate market crashes and downturns through the lens of persistent homology and persistence landscape norms. Using individual stock price data from Yahoo! Finance, we find that the variation in the persistence landscape norm as well as other measures of persistence exhibit a marked increase followed by a decline prior to historic incidents. We show that basic descriptions of persistent homology may be useful in addition to more sophisticated tools like the persistence landscape norm.
我们通过持续同源性和持续景观规范的镜头来研究市场崩溃和衰退。使用Yahoo!我们发现,在历史事件之前,持久性景观规范的变化以及其他持久性措施表现出显着的增加,然后下降。我们表明,除了更复杂的工具(如持久性景观规范)之外,持久性同源性的基本描述可能是有用的。
{"title":"Topological variability in financial markets","authors":"Aaron D. Valdivia","doi":"10.3934/qfe.2023019","DOIUrl":"https://doi.org/10.3934/qfe.2023019","url":null,"abstract":"We investigate market crashes and downturns through the lens of persistent homology and persistence landscape norms. Using individual stock price data from Yahoo! Finance, we find that the variation in the persistence landscape norm as well as other measures of persistence exhibit a marked increase followed by a decline prior to historic incidents. We show that basic descriptions of persistent homology may be useful in addition to more sophisticated tools like the persistence landscape norm.","PeriodicalId":45226,"journal":{"name":"Quantitative Finance and Economics","volume":"1 1","pages":""},"PeriodicalIF":5.3,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70231994","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: 0
The investors' prospects on mandatory auditor rotation: evidence from Euronext Lisbon 投资者对强制性审计师轮岗的前景:来自里斯本泛欧交易所的证据
Q1 BUSINESS, FINANCE Pub Date : 2023-01-01 DOI: 10.3934/qfe.2023022
Tânia Menezes Montenegro, Pedro Meira, Sónia Silva

The costs and benefits of mandatory auditor rotation (audit firm rotation and partner rotation) are far from being conclusive. This paper helps fill this gap in the literature by examining the relationship between mandatory auditor rotation and firms' stock market performance in the Portuguese context. Using a sample of listed companies in Portugal from 2009 to 2020, the main finding indicates that mandatory audit firm rotation is positively and significantly related to the firm's market performance. The evidence gathered suggests investors perceive mandatory audit firm rotation as a mechanism for improving audit quality. Controlling for the engagement partner rotation, we do not find that the rotation rule has a positive effect on firms' market performance. The net benefits of the mandatory audit rotation rule seem to be driven by the mandatory change of the audit firm, with improvements in market perceptions of earnings. Robustness tests suggest that the signal and significance of the association of firms' market performance and mandatory audit firm rotation holds in the presence of corporate governance mechanisms. Also, the audit experience of the departing and incoming partners does not interact with the relationship between mandatory partner rotation and firms' market performance.

& lt; abstract>强制性审计师轮岗(审计事务所轮岗和合伙人轮岗)的成本和收益还远没有定论。本文通过研究葡萄牙背景下强制性审计师轮换与公司股票市场表现之间的关系,帮助填补了文献中的这一空白。以2009 - 2020年葡萄牙上市公司为样本,主要发现强制性审计事务所轮岗与公司的市场绩效显著正相关。收集到的证据表明,投资者认为强制性审计事务所轮转是一种提高审计质量的机制。在控制了合伙人轮换的情况下,我们没有发现轮换规则对公司的市场绩效有积极的影响。强制性审计轮转规则的净收益似乎是由审计公司的强制性变革驱动的,市场对收益的看法有所改善。鲁棒性检验表明,在存在公司治理机制的情况下,事务所市场绩效与强制审计事务所轮转之间的关联的信号和意义是成立的。此外,离职和入职合伙人的审计经验与强制性合伙人轮岗与事务所市场绩效之间的关系并不相互作用。& lt; / abstract>
{"title":"The investors' prospects on mandatory auditor rotation: evidence from Euronext Lisbon","authors":"Tânia Menezes Montenegro, Pedro Meira, Sónia Silva","doi":"10.3934/qfe.2023022","DOIUrl":"https://doi.org/10.3934/qfe.2023022","url":null,"abstract":"<abstract> <p>The costs and benefits of mandatory auditor rotation (audit firm rotation and partner rotation) are far from being conclusive. This paper helps fill this gap in the literature by examining the relationship between mandatory auditor rotation and firms' stock market performance in the Portuguese context. Using a sample of listed companies in Portugal from 2009 to 2020, the main finding indicates that mandatory audit firm rotation is positively and significantly related to the firm's market performance. The evidence gathered suggests investors perceive mandatory audit firm rotation as a mechanism for improving audit quality. Controlling for the engagement partner rotation, we do not find that the rotation rule has a positive effect on firms' market performance. The net benefits of the mandatory audit rotation rule seem to be driven by the mandatory change of the audit firm, with improvements in market perceptions of earnings. Robustness tests suggest that the signal and significance of the association of firms' market performance and mandatory audit firm rotation holds in the presence of corporate governance mechanisms. Also, the audit experience of the departing and incoming partners does not interact with the relationship between mandatory partner rotation and firms' market performance.</p> </abstract>","PeriodicalId":45226,"journal":{"name":"Quantitative Finance and Economics","volume":"132 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135445766","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: 0
Volatility conditions and the weekend effect of long-short anomalies: Evidence from the US stock market 波动状况和多空异常的周末效应:来自美国股市的证据
IF 5.3 Q1 BUSINESS, FINANCE Pub Date : 2023-01-01 DOI: 10.3934/qfe.2023016
Wenhui Li, N. Nor, Hisham M, Feng Min
This study examines the relationship between market volatility conditions and the weekend effect on size and profitability anomalies in the U.S. stock market. The study uses the ICSS model to divide the sample into high- and low-volatility periods. Empirical results indicate that the weekend effect of size and profitability anomalies is significant in low-volatility states and insignificant in high-volatility conditions, and it is consistent across different measures of stock market volatility and subsamples. Additionally, we identify the intra-week patterns of log returns on the VIX index as the driver of the weekend effect on profitability and size anomalies. Our study not only extends the understanding of the weekend effect of long-short anomalies but also provides new evidence on the effectiveness of volatility management in factor investing. It also has important implications for investors, who should consider improving their factor investment strategies based on our results.
本研究探讨了市场波动条件与周末效应对美国股市规模和盈利能力异常的影响之间的关系。本研究使用ICSS模型将样本划分为高波动期和低波动期。实证结果表明,规模和盈利能力异常的周末效应在低波动状态下显著,在高波动状态下不显著,并且在不同的股票市场波动率和子样本度量中是一致的。此外,我们确定了VIX指数的对数回报的周内模式是周末对盈利能力和规模异常影响的驱动因素。我们的研究不仅拓展了对多空异常周末效应的理解,而且为因子投资中波动率管理的有效性提供了新的证据。这对投资者也有重要的启示,他们应该考虑根据我们的结果改进他们的要素投资策略。
{"title":"Volatility conditions and the weekend effect of long-short anomalies: Evidence from the US stock market","authors":"Wenhui Li, N. Nor, Hisham M, Feng Min","doi":"10.3934/qfe.2023016","DOIUrl":"https://doi.org/10.3934/qfe.2023016","url":null,"abstract":"This study examines the relationship between market volatility conditions and the weekend effect on size and profitability anomalies in the U.S. stock market. The study uses the ICSS model to divide the sample into high- and low-volatility periods. Empirical results indicate that the weekend effect of size and profitability anomalies is significant in low-volatility states and insignificant in high-volatility conditions, and it is consistent across different measures of stock market volatility and subsamples. Additionally, we identify the intra-week patterns of log returns on the VIX index as the driver of the weekend effect on profitability and size anomalies. Our study not only extends the understanding of the weekend effect of long-short anomalies but also provides new evidence on the effectiveness of volatility management in factor investing. It also has important implications for investors, who should consider improving their factor investment strategies based on our results.","PeriodicalId":45226,"journal":{"name":"Quantitative Finance and Economics","volume":"1 1","pages":""},"PeriodicalIF":5.3,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70231647","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: 0
期刊
Quantitative Finance and Economics
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
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
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1