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2010 Third International Conference on Business Intelligence and Financial Engineering最新文献

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Import Demand of Crude Oil and Economic Growth in China: Evidence from the ARDL Model 中国原油进口需求与经济增长:来自ARDL模型的证据
Wei Sun, Zhong-ying Qi, N. Jia
In order to quantify the demand elasticity of China's imported crude oil, a long-run stable relationship is estimated among the crude oil import, income and crude oil prices by the autoregressive distributed lag (ARDL) bound testing approach over the period 1999-2009. Empirical results show that the short and long-run price elasticities of imported crude oil are positive and inelastic, and the long-run income elasticity is near unity. Moreover, a stable equilibrium is established between the imported crude oil and its determinants by adding a break point into the model and providing evidence of the liability of the obtained elasticities. Finally, the corresponding reasons for the conclusions are presented.
为了量化中国进口原油的需求弹性,采用自回归分布滞后(ARDL)约束检验方法估计了1999-2009年期间原油进口、收入和原油价格之间的长期稳定关系。实证结果表明,进口原油的短期和长期价格弹性均为正且无弹性,长期收入弹性接近统一。此外,通过在模型中添加断点,并提供证据证明所获得的弹性的责任,在进口原油与其决定因素之间建立了稳定的平衡。最后,给出了得出结论的原因。
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引用次数: 4
Does Holistic Listing Improve the Efficiency of China's Listed Companies? 整体上市是否提高了中国上市公司的效率?
Jianhuan Huang, Jiejin Xia, Zhujia Yin
In order to observe whether holistic listing improves the efficiency of listed companies in the long term, this paper empirically tests the performance changes of listed companies that have realized holistic listing in 2004-2007 in China's stock market. We use improved FA-DEA method to evaluate the efficiency changes, and then apply Tobit Model to analyze the influence of holistic listing, size, major shareholders property, profitability and growth on corporate performance. The improved FA-DEA method adopts new DEA input variable processing way which considers the difference of each element reflecting from the information of initial data. Our tests show: although the sample efficiency is improved in the short term after holistic listing, it declines later; the efficiency of samples becomes lower when the corporate is state-owned; with the size expansion the corporate long-term performance becomes worse after holistic listing than that before. Therefore, it is inappropriate to take holistic listing as a magic bullet to improve the performance of listed companies, and it is better to take effective measures to prevent bad assets being injected into listed companies via holistic listing.
为了观察整体上市是否在长期内提高了上市公司的效率,本文对2004-2007年中国股票市场上实现整体上市的上市公司的绩效变化进行了实证检验。本文采用改进的FA-DEA方法对效率变化进行评价,然后运用Tobit模型分析整体上市、规模、大股东属性、盈利能力和成长性对公司绩效的影响。改进的FA-DEA方法采用了新的DEA输入变量处理方式,考虑了初始数据信息所反映的各要素的差异。我们的测试表明:整体上市后,样本效率虽然在短期内有所提高,但在后期有所下降;国有企业的样本效率较低;随着规模的扩大,整体上市后的公司长期绩效比上市前差。因此,将整体上市作为提高上市公司业绩的灵丹妙药是不合适的,最好是采取有效措施,防止不良资产通过整体上市注入上市公司。
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引用次数: 0
Improvement of Selection of Enterprise Informatization Dynamic Equilibrium Models with Theory of Second Best 用次优理论改进企业信息化动态均衡模型选择
Yiping Yang, Zhuang Wu
In this paper, issues of informatization of domestic and foreign enterprises are described. For the selection of the best and second best of resource allocation, measurement and appraisal in the enterprise informatization dynamic equilibrium models, the enterprise informatization capacity maturity and dynamic equilibrium models are proposed from the corporate informatization level, quality, capability and moderation. The theory of second best is used to analyze the enterprise informatization resource allocations and solve the issues of methods, appraisal and application moderation.
本文阐述了国内外企业信息化存在的问题。针对企业信息化动态均衡模型中资源配置的最优和次优选择、度量和评价问题,从企业信息化水平、质量、能力和适度四个方面提出了企业信息化能力成熟度和动态均衡模型。运用次优理论对企业信息化资源配置进行了分析,解决了信息化资源配置的方法、评价和应用的适度问题。
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引用次数: 0
A Game Analysis of Environmental Governance: A Case Study of Baosteel Group 环境治理的博弈分析——以宝钢集团为例
Lanxiang Zhao, Z. Cao, Huiqian Yu, L. Yuan, Chengxiong Zhou
According to the serious trend of environment of enterprise, at first, the complicity actions among local government, enterprise and community residents are analyzed. Using game theory, two mixed strategy equilibrium models are constructed using economic game theory, that is, four stakeholders of safety management for environment governance, which includes central government, local government, enterprise, and community residents, are regarded as players. One is the game model between central government, local government and enterprise, the other is game model between enterprise and community residents. Then, the solutions for two models are analyzed and the reasons for environment of enterprise are studied. Lastly, using Baosteel Group Co. as a case study, the relation between its steel output and environmental index is analyzed, and its environmental pressure is studied. Furthermore, the counter measures to the environment governance are put forward.
针对企业环境恶化的趋势,首先分析了地方政府、企业和社区居民之间的串通行为。运用博弈论,运用经济博弈论构建了两个混合策略均衡模型,即将中央政府、地方政府、企业和社区居民作为环境治理安全管理的四个利益相关者。一种是中央政府、地方政府和企业之间的博弈模型,另一种是企业与社区居民之间的博弈模型。然后,分析了两种模型的解决方案,并研究了企业环境的原因。最后,以宝钢集团为例,分析其钢铁产量与环境指标的关系,研究其环境压力。并提出了环境治理的对策。
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引用次数: 2
Dynamic Portfolio Selection under Conditional Capital at Risk Constraint 风险约束下有条件资本的动态投资组合选择
Xiuguo Wang
In this paper, we investigate the dynamic optimal portfolio selection. In a Black-Scholes setting, a conditional capital at risk constraint is imposed continuously over time. Making use of conditional information, the risk of trading portfolio is reevaluated dynamically to influence the investment decision. We apply the dynamic programming technique and optimal theory to obtain the optimal constrained portfolio allocation strategies in closed form. We find that two-fund separation also holds and the proportions invested in risky assets are lower than they would have been without the risk constraint. Numerical examples are presented.
本文研究了动态最优投资组合选择问题。在布莱克-斯科尔斯模型中,有条件的风险资本约束是随着时间的推移而持续施加的。利用条件信息对交易组合的风险进行动态重新评估,从而影响投资决策。应用动态规划技术和最优理论,以封闭形式得到约束组合的最优配置策略。我们发现,双基金分离仍然成立,风险资产的投资比例低于没有风险约束的情况。给出了数值算例。
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引用次数: 0
Value-at-Risk Estimation of Crude Oil Price via Morphological Component Analysis 基于形态成分分析的原油价格风险价值估计
Kaijian He, K. Lai, J. Yen
With the increasing level of volatility in the crude oil market, the transient data feature becomes more prevalent in the market and is no longer ignorable during the risk measurement process. Since using a set of bases available there are multiple representations for these transient data features, the sparsity measure based Morphological Component Analysis (MCF) model is proposed in this paper to find the optimal combinations of representations for them. Therefore, this paper proposes a MCF based hybrid methodology for analyzing and forecasting the risk evolution in the crude oil market. The underlying transient data with distinct behaviors are extracted and analyzed using MCF model. The proposed algorithm incorporates these transient data features to adjust for estimates from traditional approach based on normal market condition during its risk measurement process. The reliability and stability of Value at Risk (VaR) estimated improve as a result of finer modeling procedure in the multi frequency and time domain while maintaining competent accuracy level, as supported by empirical studies in the representative West Taxes Intermediate (WTI) crude oil market.
随着原油市场波动性的增加,暂态数据特征在市场中越来越普遍,在风险度量过程中已不可忽视。由于使用一组可用的碱基,这些暂态数据特征有多种表示形式,因此本文提出了基于稀疏度度量的形态成分分析(MCF)模型来寻找它们的最佳表示组合。因此,本文提出了一种基于MCF的混合方法来分析和预测原油市场的风险演变。利用MCF模型对具有不同行为的底层瞬态数据进行了提取和分析。该算法在风险度量过程中,结合这些暂态数据特征,对基于正常市场条件的传统方法的估计进行调整。在具有代表性的西部原油市场的实证研究中,风险价值(VaR)估计的可靠性和稳定性由于在多频域和时域上更精细的建模程序而得到改善,同时保持了合格的精度水平。
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引用次数: 0
Modeling of Boom and Burst of Shadow - A Game Theory Approach 影子繁荣与破灭的建模——一种博弈论方法
Hwa Dong Liang, K. Lai, J. Yen, Ming Wang
This paper formulates a game theory model to discuss equilibrium among four main participants who need to choose between acting sunshine and shadow activities in financial market. Their activities will determine the market's transparency level and indirectly decide utility of each player. We observe that the perfect situation, when all players act sunshine activities, is Nash equilibrium. But when financial institutions, regulators and intermediaries choose to coalesce together and deviate from the rules, a Pareto improvement will take place in the allied group, and the equilibrium will move. But when market transparency decreases to too low a level and goes below the bottom line, investors will leave the market and the bubble will burst.
本文建立了一个博弈论模型,讨论了金融市场中四个主要参与者在“阳光行动”和“阴影行动”之间进行选择的均衡问题。他们的活动将决定市场的透明度水平,并间接决定每个参与者的效用。我们观察到,当所有参与者都进行阳光活动时,最理想的情况是纳什均衡。但是,当金融机构、监管机构和中介机构选择联合起来,背离规则时,联合集团就会发生帕累托改进,均衡就会移动。但当市场透明度降至过低水平,跌破底线时,投资者就会离开市场,泡沫就会破裂。
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引用次数: 0
Credit Evaluation Model and Application Based on Fuzzy Neural Network 基于模糊神经网络的信用评价模型及应用
Sulin Pang
The research establishes a credit evaluation model based on fuzzy neural network. It is used to do two patterns classification on the 106 listed companies of China in 2000. It selects four primary financial indexes: earning per share, net asset value per share, return on equity, and cash flow per share. By analyzing the statistical quantities of every variable of both the training samples and the testing samples, after eliminating 22 abnormal samples, and then only analyzing 84 normal samples. The simulation results show that the credit evaluation model based on fuzzy neural network has high discriminate accuracy rate to those rest normal samples. There is only one misjudge sample. The identification accuracy rate is 98.81%. The research shows that, as a method discussion, the fuzzy neural network algorithm is still worthy to do deep research.
研究建立了基于模糊神经网络的信用评价模型。运用该方法对2000年中国106家上市公司进行了两种模式分类。本文选取了四个主要的财务指标:每股收益、每股净资产、净资产收益率和每股现金流量。通过对训练样本和测试样本中每个变量的统计量进行分析,剔除22个异常样本后,只分析84个正常样本。仿真结果表明,基于模糊神经网络的信用评价模型对剩余的正态样本具有较高的判别准确率。只有一个误判的样本。鉴别正确率为98.81%。研究表明,作为一种方法讨论,模糊神经网络算法仍值得深入研究。
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引用次数: 0
Mutual Relationship between NIFTY Stock Index Future and Spot Markets NIFTY股指期货与现货市场的相互关系
Xiaofeng Zhang, Ling Lv
By using daily data of India market, an effort has been made to investigate the possible volatility and price-discovery relationships between the NIFTY spot index and index futures market with techniques of ARCH/GARCH model, Johansen's Cointegration test and Granger Causality test. The main conclusions of this paper are as follows: firstly, the introduction of stock index future (SIF) helps reduce the volatility of spot market in emerging countries like India; Secondly, the price-discovery function of SIF is gradually improved with the expansion of trading scale and liquidity and therefore the scale of transaction is an insignificant effect for the successful practice of SIF.
本文利用印度市场的日常数据,运用ARCH/GARCH模型、约翰森协整检验和格兰杰因果检验技术,研究了NIFTY现货指数与指数期货市场之间可能存在的波动和价格发现关系。本文的主要结论如下:首先,股指期货(SIF)的引入有助于降低印度等新兴国家现货市场的波动性;其次,随着交易规模和流动性的扩大,SIF的价格发现功能逐渐完善,因此交易规模对SIF成功实践的影响不显著。
{"title":"Mutual Relationship between NIFTY Stock Index Future and Spot Markets","authors":"Xiaofeng Zhang, Ling Lv","doi":"10.1109/BIFE.2010.106","DOIUrl":"https://doi.org/10.1109/BIFE.2010.106","url":null,"abstract":"By using daily data of India market, an effort has been made to investigate the possible volatility and price-discovery relationships between the NIFTY spot index and index futures market with techniques of ARCH/GARCH model, Johansen's Cointegration test and Granger Causality test. The main conclusions of this paper are as follows: firstly, the introduction of stock index future (SIF) helps reduce the volatility of spot market in emerging countries like India; Secondly, the price-discovery function of SIF is gradually improved with the expansion of trading scale and liquidity and therefore the scale of transaction is an insignificant effect for the successful practice of SIF.","PeriodicalId":411081,"journal":{"name":"2010 Third International Conference on Business Intelligence and Financial Engineering","volume":"45 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-08-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124374974","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: 1
Credit Risk Contagion and Mitigation for Guaranty Portfolio 担保组合的信用风险传染与缓解
Songgong Li, Shenghong Li, Qunfang Bao, Guimei Liu
{"title":"Credit Risk Contagion and Mitigation for Guaranty Portfolio","authors":"Songgong Li, Shenghong Li, Qunfang Bao, Guimei Liu","doi":"10.1109/BIFE.2010.53","DOIUrl":"https://doi.org/10.1109/BIFE.2010.53","url":null,"abstract":"","PeriodicalId":411081,"journal":{"name":"2010 Third International Conference on Business Intelligence and Financial Engineering","volume":"58 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-08-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128719689","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
2010 Third International Conference on Business Intelligence and Financial Engineering
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