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Optimization of Reconfiguration and Resource Allocation for Distributed Generation and Capacitor Banks Using NSGA-Ⅱ:A Multi-Scenario Approach
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作者 Tareq Hamadneh Belal Batiha +3 位作者 Frank Werner Mehrdad Ahmadi Kamarposhti Ilhami Colak El Manaa Barhoumi 《Computer Modeling in Engineering & Sciences》 2025年第5期1519-1548,共30页
Reconfiguration,as well as optimal utilization of distributed generation sources and capacitor banks,are highly effective methods for reducing losses and improving the voltage profile,or in other words,the power quali... Reconfiguration,as well as optimal utilization of distributed generation sources and capacitor banks,are highly effective methods for reducing losses and improving the voltage profile,or in other words,the power quality in the power distribution system.Researchers have considered the use of distributed generation resources in recent years.There are numerous advantages to utilizing these resources,the most significant of which are the reduction of network losses and enhancement of voltage stability.Non-dominated Sorting Genetic Algorithm II(NSGA-II),Multi-Objective Particle Swarm Optimization(MOPSO),and Intersect Mutation Differential Evolution(IMDE)algorithms are used in this paper to perform optimal reconfiguration,simultaneous location,and capacity determination of distributed generation resources and capacitor banks.Three scenarios were used to replicate the studies.The reconfiguration of the switches,as well as the location and determination of the capacitor bank’s optimal capacity,were investigated in this scenario.However,in the third scenario,reconfiguration,and determining the location and capacity of the Distributed Generation(DG)resources and capacitor banks have been carried out simultaneously.Finally,the simulation results of these three algorithms are compared.The results indicate that the proposed NSGAII algorithm outperformed the other two multi-objective algorithms and was capable of maintaining smaller objective functions in all scenarios.Specifically,the energy losses were reduced from 211 to 51.35 kW(a 75.66%reduction),119.13 kW(a 43.54%reduction),and 23.13 kW(an 89.04%reduction),while the voltage stability index(VSI)decreased from 6.96 to 2.105,1.239,and 1.257,respectively,demonstrating significant improvement in the voltage profile. 展开更多
关键词 Distribution network reconfiguration energy losses distributed generations capacitor banks NSGAII
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Investigation into Custom-Built Operational Models for Small and Medium-Sized Commercial Banks
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作者 Jie Zhang Ming Chen Xingzhi Song 《Proceedings of Business and Economic Studies》 2025年第2期236-246,共11页
This research centers on commercial banks'human resource allocation.It constructs a staffing model grounded in human capital value creation theory and analyzes relevant factors through longitudinal panel data regr... This research centers on commercial banks'human resource allocation.It constructs a staffing model grounded in human capital value creation theory and analyzes relevant factors through longitudinal panel data regression.Taking City Commercial Bank A as an instance,the model identifies 12.3%redundant positions and matches jobs with business scale.Additionally,the study proposes a“staffing effectiveness salary”system,providing a framework for optimizing commercial bank human capital in the digital age. 展开更多
关键词 Commercial banks Staffing optimization Human capital contribution rate Cost elasticity Performance linkage
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Moderate Grazing Disturbance Can Promote the Leymus chinensis Grasslands’Recovery through the Existing Bud Banks in Northern China
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作者 Qun Ma Zhimin Liu +2 位作者 Quanlai Zhou Wei Liang Jing Wu 《Phyton-International Journal of Experimental Botany》 2025年第7期2183-2194,共12页
The Leymus chinensis grassland is one of themost widely distributed associations in the warmtemperate grassland and due to overgrazing in recent years,it has experienced varying degrees of degradation.Vegetative regen... The Leymus chinensis grassland is one of themost widely distributed associations in the warmtemperate grassland and due to overgrazing in recent years,it has experienced varying degrees of degradation.Vegetative regeneration via bud banks serves as the primaryway of vegetation reproduction in the L.chinensis grassland ecosystem.However,the role of the bud bank in the vegetation regeneration of grazing grassland remains unclear.Based on the relationship between the under-ground bud bank and above-ground vegetation of L.chinensis grassland under different grazing stages,this study aimed to explore whether the grazing grassland could self-recover through the existing bud bank.The findings revealed that the bud density initially increased and then decreased with increasing grazing intensity,indicating that appropriate grazing promoted vegetation renewal.Moreover,grazing significantly influenced the composition of the bud bank:during the early grazing stage,the rhizome buds accounted for the main part,and tiller buds dominated during the mid-stage grazing;while during the late-stage grazing,root-sprouting buds prevailed.The meristem restriction index for light,moderate,and heavy grazing grasslands was close to one;conversely,overgrazing and extreme overgrazing grasslands exhibited the highermeristemrestriction index(2.00,3.19),suggesting that plant regeneration was constrained by bud banks under light-grazing conditions where regenerate rates failed to meet above-ground modular’s recovery requirements following overgrazing and extreme overgrazing events.Consequently,moderate grazing grasslands could achieve natural community recovery by continuously adjusting their vegetative regeneration strategies.Understanding the role of bud banks in vegetative regeneration in grazing grassland will not only supply theoretical support for the ecological succession process of degraded grassland but also provide practical experience for the sustainable management of the L.chinensis grassland ecosystem. 展开更多
关键词 Arid land bud bank DISTURBANCE grassland degradation restoration ecology
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Impact of banks’ESG disclosure assurance on borrowers’ESG performance:Evidence from China
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作者 Hao Huang Li Tang Ling Zhao 《Chinese Journal of Population,Resources and Environment》 2025年第3期337-351,共15页
This study examines the impact of banks’environmental,social,and governance(ESG)disclosure assurance(BEDA)on borrowing enterprises’ESG performance to investigate China’s bank-enterprise loan relationships.Using man... This study examines the impact of banks’environmental,social,and governance(ESG)disclosure assurance(BEDA)on borrowing enterprises’ESG performance to investigate China’s bank-enterprise loan relationships.Using manually collected bank loan relationship data and financial data of Chinese listed companies from 2010 to 2021,our findings reveal that BEDA significantly enhances borrowers’ESG performance.Moreover,this effect is more pronounced when banks have a higher information demand,better internal controls,and share auditors with borrowers;when borrowers operate in environmentally sensitive industries,and in the period following the Paris Agreement signing.Among the individual ESG subcategories,the impact of BEDA on borrowers’ESG performance is primarily reflected in environmental(E)and social(S)considerations.Finally,we do not find that BEDA significantly suppresses banks’greenwashing.These findings indicate that BEDA has an informational or advisory influence on banks’ESG governance rather than a supervisory role at this stage of sustainability reporting development.This study suggests that policymakers should guide BEDA’s evolution from a passive information tool to a proactive governance tool,facilitating enterprises in achieving sub‐stantive ESG transformations while reducing systemic greenwashing risks. 展开更多
关键词 ESG assurance Bank loan Borrowers’ESG performance Common auditor
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Enhancing the Regulatory Framework for Financial Data Sharing Between Banks and Enterprises
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作者 Haoran Yang 《Proceedings of Business and Economic Studies》 2025年第4期474-485,共12页
In the process of implementing data openness between banks and fin-tech companies,as the breadth and depth of cooperation between banks and enterprises continue to increase,there is a risk of“too much correlation to ... In the process of implementing data openness between banks and fin-tech companies,as the breadth and depth of cooperation between banks and enterprises continue to increase,there is a risk of“too much correlation to fail”and“too many links to fail”.There are problems with the implementation of financial data openness by regulatory agencies for banks and fin-tech enterprises,such as the ambiguity of regulatory responsibilities,the emphasis on financial regulatory goals,and the lag in regulatory methods.To address these issues,it is necessary to clarify the responsibilities of financial regulatory agencies,establish a collaborative mechanism for financial regulation,coordinate the types of risks in bank enterprise cooperation,achieve the technical implementation of financial regulatory measures and the design of regulatory systems,obtain regulatory data in real time,establish a hierarchical regulatory system for bank enterprise cooperation to improve the regulatory path,and ensure the rational and legal use of financial data in bank enterprise cooperation. 展开更多
关键词 Fin-tech companies Bank enterprise cooperation Financial data openness financial regulation
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Research on the Impact of Digital Transformation on the Business Performance of Commercial Banks
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作者 Zhengyu Wu 《Proceedings of Business and Economic Studies》 2024年第3期227-235,共9页
Nowadays,with the development of the digital economy,commercial banks are actively conducting digital transformation.Studying the impact of the digital transformation of commercial banks on their operating performance... Nowadays,with the development of the digital economy,commercial banks are actively conducting digital transformation.Studying the impact of the digital transformation of commercial banks on their operating performance can help commercial banks form a stronger core competitiveness and promote high-quality financial development.Based on the above background,this article first describes the status and development of digital transformation and development of commercial banks,and secondly analyzes whether Chinese commercial banks’digital transformation is conducive to improving their operating performance.Thirdly,by selecting the data of the listed commercial banks in the ten years of 2012–2022,this article obtains the empirical testing of the digital transformation on different property rights.Finally,the higher the level of digitalization,the higher the digital level,the more significantly promotes the performance of commercial banks.Finally,based on the above analysis,this article puts forward feasibility opinions on commercial banks and related regulators. 展开更多
关键词 Commercial banks Digital transformation Business performance Property rights
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Salience theory value spillovers between China’s systemically important banks:evidence from quantile connectedness
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作者 Xiaoye Jin 《Financial Innovation》 2024年第1期3028-3066,共39页
Analyzing the interdependencies among financial institutions is critical for designing systemic risk monitoring mechanisms;however,most existing research focuses on the first moment of the return distribution,which fa... Analyzing the interdependencies among financial institutions is critical for designing systemic risk monitoring mechanisms;however,most existing research focuses on the first moment of the return distribution,which falls into the conventional models of choice under risk.Previous literature has observed the scarcity of investors’attention and processing power,which makes the traditional theory of choice under risk more vulnerable and brings the salience theory that accommodates investors’cognitive limitations to our attention.Motivated by evidence of salience theory value(STV)containing unique information not captured by traditional higher-order moments,we employ a quantile connectedness approach to examine the STV interconnectedness of China’s systemically important banks(C-SIBs).The quantile approach allows us to uncover the dynamic STV interconnectedness of C-SIBs under normal,bearish,and bullish market conditions and is well-suited to extreme risk problems.Our results show that the C-SIBs system is asymmetrically interconnected across quantiles and at higher levels under bullish than bearish market conditions.Principally,a bank’s performance in the C-SIBs system depends on its systemic importance and market conditions.Furthermore,the comparative analysis indicates that STV could provide more information than higher-order moments in capturing the dynamic change in the C-SIBs system and detecting some market events more precisely.These results have important implications for policymakers and market participants to formulate regulatory policy and design risk management strategies. 展开更多
关键词 Salience theory value Extreme spillovers Quantile connectedness China's systemically important banks
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Nexus of governance,macroeconomic conditions,and financial stability of banks:a comparison of developed and emerging countries
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作者 Saif Ullah Atta Ullah Mubasher Zaman 《Financial Innovation》 2024年第1期3324-3361,共38页
The study aims to explore the impact of governance and macroeconomic conditions on financial stability in developed and emerging countries.The study sample comprised 122 countries from 2013 to 2020,and a comprehensive... The study aims to explore the impact of governance and macroeconomic conditions on financial stability in developed and emerging countries.The study sample comprised 122 countries from 2013 to 2020,and a comprehensive set of variables was used to construct the financial stability index(FSI).The results of the two-step system GMM analysis,robust with D–K regression,indicate that interest rate,GDP growth,voice and accountability,political stability and absence of violence/terrorism,government effectiveness,regulatory quality,and control of corruption have a positive and statistically significant impact on financial stability.However,inflation,money supply,and the rule of law have adverse and insignificant effects on financial stability.Notably,the findings vary between developed and emerging countries due to differences in governance and macroeconomic conditions and their role in financial stability.The study concludes that regulatory governance and macroeconomic conditions are crucial for financial stability.These outcomes are significant for central banks,academia,and policymakers,as they emphasize the need for stable financial systems and sustainable,balanced growth through governance and macroeconomic conditions. 展开更多
关键词 Financial stability of banks Macro-economic condition GOVERNANCE Economic freedom Two-step system generalized method of moments(GMM)
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Study on the Countermeasures to Improve the Public Outdoor Leisure and Fitness Function on the Two Rivers and Four Banks in the Main Urban Area of Chongqing
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作者 Yuan Li Dexin Li 《Journal of Architectural Research and Development》 2024年第6期51-57,共7页
The main urban area of Chongqing is surrounded by two rivers and set against each other.With its unique waterfront landscape,it has the resource conditions to become a leisure tourism destination.Intending to enhance ... The main urban area of Chongqing is surrounded by two rivers and set against each other.With its unique waterfront landscape,it has the resource conditions to become a leisure tourism destination.Intending to enhance people’s happiness,improve city quality,and promote Chongqing’s main urban area to become a tourist destination,this paper finds out the existing problems in the construction of public outdoor leisure and fitness facilities on the two rivers and four banks of Chongqing’s main urban area through investigation and analysis based on relevant experiences at home and abroad,takes the value chain theory as the guidance,and to find solutions to the problem.On this basis,combined with the law of economic operation,this paper puts forward the guiding ideology,principles,development goals,functional orientation,and development path for the improvement of public outdoor leisure and fitness on two rivers and four banks in the main city of Chongqing,and accordingly puts forward the policy system and guarantee measures for its improvement. 展开更多
关键词 Two rivers and four banks in the main city of Chongqing Public outdoor recreation and fitness Policy measure
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The Impact of Foreign Bank Strategies on the Behavior and Performance of Czech and Slovak Banks in the Financial Crisis
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作者 JosefTauser Martin Sroka Pavel Zambersky 《Journal of Modern Accounting and Auditing》 2013年第7期988-996,共9页
In this paper, the authors analyze the impact of the specific ownership structure of the banking sector in Czech and Slovakia on the performance and applied strategies of particular banks during times of crisis. Did t... In this paper, the authors analyze the impact of the specific ownership structure of the banking sector in Czech and Slovakia on the performance and applied strategies of particular banks during times of crisis. Did the multinational banks pursue a coherent regional strategy to cope with the risks resulting from the crisis, or did they focus on finding local solutions? The aim of this paper is to find answers to these questions. A case study is going to be used as a basic research method. Two members (Slovak and Czech) of four multinational banking groups are examined in the crisis year 2009, whereby both a qualitative analysis of the annual reports regarding strategic business or risk management decisions and a comparative quantitative analysis of selected financial data and risk indicators are employed. The authors have found that Czech and Slovak banks generally tried to follow the main strategic directions given by their parent banks during the financial crisis. However, particular financial results and risk profiles of respective subsidiaries of multinational banks still differ because of market factors specific to the different countries in which the subsidiaries are located. 展开更多
关键词 banks strategies banks performance multinational banks financial crisis
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Heterogeneity in Soil Seed Banks in a Mediterranean Coastal Sand Dune 被引量:9
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作者 于顺利 Marcelo STERNBERG +1 位作者 蒋高明 Pua KUTIEL 《Acta Botanica Sinica》 CSCD 2003年第5期536-543,共8页
Characteristics of total soil seed banks and permanent soil seed banks in three microhabitats in a Mediterranean coastal sand dune were investigated by using natural germination method combined with physically scannin... Characteristics of total soil seed banks and permanent soil seed banks in three microhabitats in a Mediterranean coastal sand dune were investigated by using natural germination method combined with physically scanning separation method. The composition and structure of soil seed banks were analyzed between the microhabitats by using functional group method. The distribution patterns of soil seed bank were also analyzed between the microhabitats. We also analyzed the relationship between seed size and seed persistence in soil. The results show greatly spatial heterogeneity existed in soil seed bank of the Mediterranean coastal sand dune, even in the same microhabitats seed distribution was uneven. Sometimes a great difference occurred between them. Microhabitats significantly affected the distribution patterns of total soil seed banks and seed banks of the functional groups. The open area generally had the greater densities of seeds, but the seed densities under shrub and in trail were lower than that in the open area. Legumes seeds accounted for 76.0% total persistent seed banks. Annual and perennial grasses produced transient seed banks as no seeds were retrieved from the sieved soils. Seed persistence of legumes, umbeliferaes, perennial forbs, compositaes, annual forbs, crucifer decreased gradually. They were 50.1%, 45.6%, 40.6%, 6.3%, 5.6% and 0.6% respectively in the soil. There was a positive relationship between seed size and seed persistence. Bigger seeds had higher persistence, and vice versa. 展开更多
关键词 MICROHABITATS soil seed banks persistent soil seed bank spatial heterogeneity
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Efficient channelized technology based on filter banks 被引量:2
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作者 张迪 韩铮 张立萍 《Journal of Measurement Science and Instrumentation》 CAS CSCD 2016年第3期261-265,共5页
With the appearance of novel radar signal with low intercept probability, the bandwidth of radar receiver is wider and wider. Wideband digital receiver becomes a research hotspot in the field of communication... With the appearance of novel radar signal with low intercept probability, the bandwidth of radar receiver is wider and wider. Wideband digital receiver becomes a research hotspot in the field of communication, radar and electronic reconnaissance, etc. As one of wideband digital receiver systems, digital channelized receiver has become a research emphasis due to the characteristics of full probability receiving and processing multiple signals. Digital channelized technology and signal sampling theory are deeply studied and an efficient channelized model is derived based on filter banks. The correctness of the model is verified by computer simulation The model has less computation compared with the traditional model, which is suitable for engineering application 展开更多
关键词 filter banks efficient channelized technology band-pass sampling prototype filter
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基于回答集编程的Banks选举求解方法 被引量:1
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作者 赖河蒗 陈红英 +1 位作者 赖博先 柯万添 《计算机工程》 CAS CSCD 2013年第8期266-269,共4页
采用启发式算法的Banks选举在进行求解时执行效率较低。为解决该问题,提出一种基于回答集编程(ASP)的求解方法。通过建立Banks选举问题到ASP问题的映射,编写相对应的ASP,调用回答集求解器进行求解,得到的每一个ASP模型就是Banks选举问... 采用启发式算法的Banks选举在进行求解时执行效率较低。为解决该问题,提出一种基于回答集编程(ASP)的求解方法。通过建立Banks选举问题到ASP问题的映射,编写相对应的ASP,调用回答集求解器进行求解,得到的每一个ASP模型就是Banks选举问题的一个解。实验结果表明,当问题规模为200时,该方法的求解时间为4.196 s,求解效率高于手工启发式方法。 展开更多
关键词 回答集编程 banks选举 计算复杂度 求解器 启发式算法 最大传递子图
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Research on the Impact of the Digital Transformation of Commercial Banks
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作者 Jinjin Gao 《Proceedings of Business and Economic Studies》 2024年第5期132-137,共6页
The development of the digital economy has presented both opportunities and challenges for the transformation of commercial banks.This article aims to conduct a literature review on the impact of digital transformatio... The development of the digital economy has presented both opportunities and challenges for the transformation of commercial banks.This article aims to conduct a literature review on the impact of digital transformation on commercial banks and to explore the multi-dimensional effects it brings.Through a review and analysis of relevant domestic and international literature,this paper first defines the connotation of digital transformation in commercial banks.It then conducts a literature analysis and research on the strategic governance,business performance,and risk management aspects of the digital transformation of commercial banks from multiple perspectives.Based on the analysis of the existing literature,the paper explores directions for future in-depth research and offers corresponding policy suggestions,providing a theoretical and practical foundation for the future digital development of commercial banks. 展开更多
关键词 Commercial bank Digital transformation Bank performance
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Research on Career Development Paths and Incentive Model Design for Middle Managers in Banks
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作者 Wenqiang Zou 《Proceedings of Business and Economic Studies》 2024年第6期180-184,共5页
With the rapid development of financial technology,middle managers in banks face both new challenges and opportunities.This paper conducts an in-depth analysis of the current state and issues surrounding the career de... With the rapid development of financial technology,middle managers in banks face both new challenges and opportunities.This paper conducts an in-depth analysis of the current state and issues surrounding the career development of middle managers in banks and explores effective incentive model designs and implementation strategies.Employing both quantitative and qualitative evaluation methods,the study assesses the practical impact of various incentive models.Through case analysis,targeted improvement suggestions are proposed.The findings reveal that a well-designed incentive mechanism significantly enhances middle managers’job satisfaction and loyalty,which is essential for the sustained growth of banks. 展开更多
关键词 Banking management Career development Incentive mechanism Performance evaluation Case analysis
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A firm-specific Malmquist productivity index model for stochastic data envelopment analysis:an application to commercial banks
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作者 Alireza Amirteimoori Tofigh Allahviranloo Maryam Nematizadeh 《Financial Innovation》 2024年第1期1512-1538,共27页
In the data envelopment analysis(DEA)literature,productivity change captured by the Malmquist productivity index,especially in terms of a deterministic environment and stochastic variability in inputs and outputs,has ... In the data envelopment analysis(DEA)literature,productivity change captured by the Malmquist productivity index,especially in terms of a deterministic environment and stochastic variability in inputs and outputs,has been somewhat ignored.Therefore,this study developed a firm-specific,DEA-based Malmquist index model to examine the efficiency and productivity change of banks in a stochastic environment.First,in order to estimate bank-specific efficiency,we employed a two-stage double bootstrap DEA procedure.Specifically,in the first stage,the technical efficiency scores of banks were calculated by the classic DEA model,while in the second stage,the double bootstrap DEA model was applied to determine the effect of the contextual variables on bank efficiency.Second,we applied a two-stage procedure for measuring productivity change in which the first stage included the estimation of stochastic technical efficiency and the second stage included the regression of the estimated efficiency scores on a set of explanatory variables that influence relative performance.Finally,an empirical investigation of the Iranian banking sector,consisting of 120 bank-year observations of 15 banks from 2014 to 2021,was performed to measure their efficiency and productivity change.Based on the findings,the explanatory variables(i.e.,the nonperforming loan ratio and the number of branches)indicated an inverse relationship with stochastic technical efficiency and productivity change.The implication of the findings is that,in order to improve the efficiency and productivity of banks,it is important to optimize these factors. 展开更多
关键词 Stochastic data envelopment analysis Stochastic Malmquist productivity index Double bootstrap procedure Technical efficiency BANKING
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The impact of FinTech start-ups on incumbent retail banks’share prices 被引量:9
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作者 Yinqiao Li Renée Spigt Laurens Swinkels 《Financial Innovation》 2017年第1期399-414,共16页
Background:This study aims to clarify the role of FinTech digital banking start-ups in the financial industry.We examine the impact of the funding of such start-ups on the stock returns of 47 incumbent US retail banks... Background:This study aims to clarify the role of FinTech digital banking start-ups in the financial industry.We examine the impact of the funding of such start-ups on the stock returns of 47 incumbent US retail banks for 2010 to 2016.Methods:To capture the importance of FinTech start-ups,we use data on both the dollar-volume of funding and number of deals.We relate these to the stock returns with panel data regression methods.Results:Our results indicate a positive relationship exists between the growth in FinTech funding or deals and the contemporaneous stock returns of incumbent retail banks.Conclusions:Although these results suggest complementarity between FinTech and traditional banking,we note that our results at the banking industry level are not statistically significant,and that the coefficient signs for about one-third of the banks are negative,but not statistically significant.Since the FinTech industry is young and our sample period short,we cannot rule out that our findings are spurious. 展开更多
关键词 banks Digital banking FINANCE FinTech INNOVATION Retail banks Startups Stock returns Venture capital Technology
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Difference Analysis of Urban Landscape Pattern Change at Both Banks of Pearl River Estuary in China
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作者 夏斌 刘保春 《Journal of Landscape Research》 2011年第8期51-52,56,共3页
By using remote sensing image data of Landsat-5 TM (1988, 1995 and 1998) and Landsat-7 ETM (2002), remote sensing image data, land-use map and DEM had been put in the same coordinate system and projection. In ArcView,... By using remote sensing image data of Landsat-5 TM (1988, 1995 and 1998) and Landsat-7 ETM (2002), remote sensing image data, land-use map and DEM had been put in the same coordinate system and projection. In ArcView, all data had been rasterized as grid data of 30 m×30 m. By Fragstats, landscape pattern indexes had been calculated. Based on the average area, patch density, landscape isolation, boundary density, shape index, fractal dimension, aggregation degree, diversity and evenness index, landscape pattern at different periods and its evolution had been analyzed, revealing the differentiation of spatio-temporal change of landscape pattern at both banks of Pearl River Estuary. 展开更多
关键词 GIS LANDSCAPE index BOTH banks of PEARL RIVER ESTUARY
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Systemic Risk of Conventional and Islamic Banks: Comparison with Graphical Network Models
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作者 Shatha Qamhieh Hashem Paolo Giudici 《Applied Mathematics》 2016年第17期2079-2096,共19页
The main aim of this paper is to compare the stability, in terms of systemic risk, of conventional and Islamic banking systems. To this aim, we propose correlation network models for stock market returns based on grap... The main aim of this paper is to compare the stability, in terms of systemic risk, of conventional and Islamic banking systems. To this aim, we propose correlation network models for stock market returns based on graphical Gaussian distributions, which allows us to capture the contagion effects that move along countries. We also consider Bayesian graphical models, to account for model uncertainty in the measurement of financial systems interconnectedness. Our proposed model is applied to the Middle East and North Africa (MENA) region banking sector, characterized by the presence of both conventional and Islamic banks, for the period from 2007 to the beginning of 2014. Our empirical findings show that there are differences in the systemic risk and stability of the two banking systems during crisis times. In addition, the differences are subject to country specific effects that are amplified during crisis period. 展开更多
关键词 Financial Stability Centrality Measures Graphical Gaussian Models Islamic banks Conventional banks Systemic Risk
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