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A comprehensive review of Value at Risk methodologies 对风险价值方法的全面回顾
Pub Date : 2014-01-01 DOI: 10.1016/j.srfe.2013.06.001
Pilar Abad , Sonia Benito , Carmen López

In this article we present a theoretical review of the existing literature on Value at Risk (VaR) specifically focussing on the development of new approaches for its estimation. We effect a deep analysis of the State of the Art, from standard approaches for measuring VaR to the more evolved, while highlighting their relative strengths and weaknesses. We will also review the backtesting procedures used to evaluate VaR approach performance. From a practical perspective, empirical literature shows that approaches based on the Extreme Value Theory and the Filtered Historical Simulation are the best methods for forecasting VaR. The Parametric method under skewed and fat-tail distributions also provides promising results especially when the assumption that standardised returns are independent and identically distributed is set aside and when time variations are considered in conditional high-order moments. Lastly, it appears that some asymmetric extensions of the CaViaR method provide results that are also promising.

在本文中,我们对风险价值(VaR)的现有文献进行了理论回顾,特别关注其估计新方法的发展。我们从衡量风险价值的标准方法到更先进的方法,对目前的现状进行了深入分析,同时强调了它们的相对优势和劣势。我们还将回顾用于评估VaR方法性能的回测程序。从实践的角度来看,经验文献表明,基于极值理论和滤波历史模拟的方法是预测VaR的最佳方法。偏态和厚尾分布下的参数方法也提供了很好的结果,特别是当抛开标准化收益独立且同分布的假设以及在条件高阶矩下考虑时间变化时。最后,似乎CaViaR方法的一些非对称扩展也提供了有希望的结果。
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引用次数: 140
Modeling credit spreads under multifactor stochastic volatility 多因素随机波动下的信用利差建模
Pub Date : 2014-01-01 DOI: 10.1016/j.srfe.2013.06.002
Jacinto Marabel Romo

The empirical tests of traditional structural models of credit risk tend to indicate that such models have been unsuccessful in the modeling of credit spreads. To address these negative findings some authors introduce single-factor stochastic volatility specifications and/or jumps.

In the yield curve literature it is widely accepted that one-factor is not sufficient to capture the time variation and cross-sectional variation in the term structure. This article introduces a two-factor stochastic volatility specification within the structural model of credit risk. One of the factors determines the correlation between short-term firms’ assets returns and variance, whereas the other factor determines the correlation between long-term returns and variance. The numerical tests reveal how the introduction of two volatility factors can generate a wide range of combinations associated with short-term and long-term patters corresponding to credit spreads. In this sense, multi-factor stochastic volatility specifications provide more flexibility than single-factor models to capture a wide range of shapes associated with the term structure of credit spreads consistent with the empirical evidence.

传统的信用风险结构模型的实证检验往往表明,这些模型在信用利差建模方面是不成功的。为了解决这些负面的发现,一些作者引入了单因素随机波动率规范和/或跳跃。在收益率曲线文献中,人们普遍认为单因素不足以反映期限结构的时间变化和横截面变化。本文在信用风险结构模型中引入了一种双因素随机波动率规范。其中一个因素决定了短期公司资产收益与方差之间的相关性,而另一个因素决定了长期收益与方差之间的相关性。数值测试揭示了引入两个波动因子如何产生与信用利差对应的短期和长期模式相关的大范围组合。从这个意义上说,多因素随机波动率规范比单因素模型提供了更大的灵活性,以捕捉与经验证据一致的信用利差期限结构相关的各种形状。
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引用次数: 4
Self-organizing maps as a tool to compare financial macroeconomic imbalances: The European, Spanish and German case 自组织地图作为比较金融宏观经济失衡的工具:欧洲、西班牙和德国的案例
Pub Date : 2013-07-01 DOI: 10.1016/j.srfe.2013.07.001
Félix J. López Iturriaga, Iván Pastor Sanz

The economic recession in the European countries during the current financial crisis and the widespread worsening of the financial situation have resulted in wide macroeconomic differences across countries. In this paper we use the method of self-organizing maps (SOM) to compare the macroeconomic financial imbalances among European countries. We detect different profiles of countries and identify the public expenditure and the saving rate as the most critical variables that impacts on the national financial situation. In addition, since several countries of the European Union have regions with some degree of economic and financial competences, we study the influence of the regions on the whole country. Thus, we classify and compare the Spanish and German regions and we prove the impact of the regional situation on the whole country situation.

在当前的金融危机中,欧洲国家的经济衰退和金融形势的普遍恶化导致了各国之间广泛的宏观经济差异。本文采用自组织图(SOM)的方法对欧洲各国宏观经济金融失衡进行了比较。我们检测了不同国家的不同概况,并确定公共支出和储蓄率是影响国家财政状况的最关键变量。此外,由于欧盟的一些国家拥有具有一定程度经济和金融能力的地区,因此我们研究了这些地区对整个国家的影响。因此,我们对西班牙和德国的地区进行了分类和比较,并证明了地区形势对整个国家形势的影响。
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引用次数: 13
Assessment of window dressing using fund returns and portfolio holdings 评估利用基金收益和投资组合来粉饰帐目
Pub Date : 2013-07-01 DOI: 10.1016/j.srfe.2013.07.002
Cristina Ortiz , Gloria Ramírez , José Luis Sarto

This paper presents the analysis of the monthly portfolio holdings and daily returns of a large sample of Spanish domestic equity funds to test the potential manipulation of portfolios in mandatory reports. The comparison between the return of the fund portfolio holdings and the observed fund return reveals that only a low percentage of filings may be classified as window-dressed portfolios. These portfolios are dispersed across funds and fund managers, but they are clustered over three specific quarters that coincide with bear market months. The results seem to indicate that although window dressing is not a widespread practice in the Spanish market, there is evidence to suggest that mutual funds employ this trading strategy as a response to poor past performance.

本文分析了西班牙国内大样本股票基金的月度投资组合持有量和日收益,以检验强制性报告中投资组合的潜在操纵。基金组合持有的回报与观察到的基金回报之间的比较显示,只有一小部分提交的文件可归类为粉饰账面的投资组合。这些投资组合分散在不同的基金和基金经理手中,但它们集中在三个特定的季度,而这三个季度正好与熊市月份相吻合。研究结果似乎表明,尽管粉饰账面在西班牙市场上并不普遍,但有证据表明,共同基金采用这种交易策略,作为对过去糟糕业绩的回应。
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引用次数: 3
The impact of interbank and public debt markets on the competition for bank deposits 银行间和公共债务市场对银行存款竞争的影响
Pub Date : 2013-07-01 DOI: 10.1016/j.srfe.2013.10.001
Carlos Pérez Montes

The growth in the interest rates paid on Spanish public debt since 2008 and the impairment of the interbank market have generated concerns about their effects on competition for bank deposits in Spain. I combine a nested logit model of bank deposit supply with a structural model of competition to measure the impact of the reference interest rates on public debt and interbank markets on the returns on deposits and funding policy of Spanish banks during 2003–2010. The interbank rate is found to be more closely correlated with the return on deposits than the interest rate on public debt, but the connection between interbank rates and deposit returns is significantly weaker in the crisis period 2008–2010. Counterfactual analysis shows an important effect of the interbank rate and investment opportunities in public debt on deposit rates and bank profits, and that observed deposit rates are on average 115 bp above collusive levels.

自2008年以来,西班牙公共债务利率的上升,以及银行间市场的萎缩,令人担心它们对西班牙银行存款竞争的影响。我将银行存款供应的嵌套logit模型与竞争的结构性模型结合起来,以衡量2003-2010年期间公共债务和银行间市场参考利率对西班牙银行存款回报和融资政策的影响。研究发现,与公共债务利率相比,银行间利率与存款回报率的关系更为密切,但在2008-2010年危机期间,银行间利率与存款回报率之间的联系明显减弱。反事实分析显示,银行间利率和公共债务投资机会对存款利率和银行利润有重要影响,观察到的存款利率平均比共谋水平高出115个基点。
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引用次数: 0
Corporate stakeholders and trust 企业利益相关者与信任
Pub Date : 2013-07-01 DOI: 10.1016/j.srfe.2013.09.002
Marc Goergen

To my knowledge, this is the first paper that investigates the links between trust, the institutional setting (in terms of employment protection legislation (EPL) and investor rights) and studies the impact of all three on economic performance. In line with the previous literature (e.g. Knack and Keefer, 1997, Zak and Knack, 2001), we find that trust has a positive impact on GDP per capita growth. Our novel results are twofold. First, we find that EPL and investor rights have a negative relationship and that both (although the latter to a lesser extent) are substitutes for trust. Second, all three variables have a positive effect on economic growth.

据我所知,这是第一篇研究信任、制度设置(在就业保护立法(EPL)和投资者权利方面)之间联系的论文,并研究了这三者对经济表现的影响。结合以往文献(如Knack and Keefer, 1997, Zak and Knack, 2001),我们发现信任对人均GDP增长有正向影响。我们的新结果是双重的。首先,我们发现EPL和投资者权利之间存在负相关关系,两者(尽管后者在较小程度上)都是信任的替代品。其次,这三个变量对经济增长都有积极的影响。
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引用次数: 0
Bank market power after a banking crisis: Some international evidence 银行业危机后的银行市场力量:一些国际证据
Pub Date : 2013-01-01 DOI: 10.1016/j.srfe.2013.04.001
Elena Cubillas , Nuria Suárez

This paper analyzes the influence of banking crises on bank market power across a sample of 64 countries and 66 episodes of banking crises during the 1989–2007 period. We provide evidence from country- and bank-level data supporting that, after a systemic banking crisis, there is an increased level of bank market power consistent with higher levels of bank market concentration. Moreover, the higher the severity of the banking crisis the higher the increase in bank market power. However, whereas institutional quality fosters the positive impact of banking crises on market power, stricter regulation on banking activities and on new entries into the bank market seems to reduce the effect of the crisis on market power.

本文分析了1989-2007年期间64个国家和66次银行危机对银行市场力量的影响。我们提供了来自国家和银行层面数据的证据,支持在系统性银行危机之后,银行市场力量水平的提高与银行市场集中度的提高相一致。此外,银行危机的严重程度越高,银行市场支撑力的增长就越高。然而,虽然制度质量促进了银行危机对市场力量的积极影响,但对银行活动和银行市场新进入者的更严格监管似乎减少了危机对市场力量的影响。
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引用次数: 18
Mean reversion of stochastic convenience yields for CO2 emissions allowances: Empirical evidence from the EU ETS 二氧化碳排放配额随机便利收益的均值回归:来自EU ETS的经验证据
Pub Date : 2013-01-01 DOI: 10.1016/j.srfe.2013.01.001
Kai Chang , Su Sheng Wang , Ke Peng

This paper examines the mean-reversion property and volatility features of stochastic convenience yields for CO2 emissions allowances by using ADF, ECM-GARCH and ECM-TGARCH models. Empirical results show that the convenience yields for CO2 emissions allowances exhibit time-varying trends when different maturities are considered, and that convenience yields exhibit a linear mean-reverting process. We also find that the volatility of convenience yields exhibits a mean-reversion process and asymmetric leverage effect using ECM-GARCH (1,1) and ECM-TARCH (1,1) models. Unfavorable market information has a higher impact on this volatility than favorable market information, and unfavorable market information has a lower effect on the long-term volatility of convenience yields.

本文采用ADF、ECM-GARCH和ECM-TGARCH模型研究了CO2排放限额随机便利产量的均值回归性质和波动特征。实证结果表明,考虑不同期限时,CO2排放限额的便利收益率呈现出随时间变化的趋势,且便利收益率呈现线性均值回归过程。利用ECM-GARCH(1,1)和ECM-TARCH(1,1)模型,我们还发现便利收益率的波动率表现出均值回归过程和不对称杠杆效应。不利的市场信息对便利收益率长期波动率的影响大于有利的市场信息,不利的市场信息对便利收益率长期波动率的影响较小。
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引用次数: 20
The financial institutions incentives when they place financial assets with credit risk to retail investors 当金融机构将具有信用风险的金融资产投放给散户投资者时,它们会起到激励作用
Pub Date : 2013-01-01 DOI: 10.1016/j.srfe.2013.03.002
Ramiro Losada

This paper analyzes the conflict of interest that exists when a financial institution issues and places a financial asset with credit risk among retail investors. Four regulatory measures are presented and analyzed in order to improve retail investors protection. Theoretically, it is shown that two of these measures, setting a price cap to the issue and an adequate enforcement could implement a first best social optimum.

本文分析了金融机构向散户投资者发行和投放具有信用风险的金融资产时存在的利益冲突。提出并分析了加强对散户保护的四项监管措施。从理论上讲,这表明其中两项措施,设定价格上限和适当的执法可以实现第一个最佳社会最优。
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引用次数: 0
Multivariate GARCH models and risk minimizing portfolios: The importance of medium and small firms 多元GARCH模型与风险最小化投资组合:中小企业的重要性
Pub Date : 2013-01-01 DOI: 10.1016/j.srfe.2013.03.001
José Luis Miralles-Marcelo, José Luis Miralles-Quirós, María del Mar Miralles-Quirós

This paper re-examines the relationship among different firms using a combination of multivariate GARCH models (symmetric and asymmetric with structural changes) and the IBEX 35, IBEX MEDIUM CAP, and IBEX SMALL CAP indexes as the benchmarks to track the performance of large, medium and small firms, respectively. Our findings show the existence of a significant difference in the transmission of volatility when the asymmetric behavior and structural changes are considered. After calculating the risk minimizing portfolio weights, we show that the minimum-volatility portfolio is composed of medium and small indexes with a higher weight of medium firms for a set of different scenarios.

本文使用多元GARCH模型(对称和不对称结构变化)和IBEX 35、IBEX MEDIUM CAP和IBEX SMALL CAP指数作为分别跟踪大、中、小型公司绩效的基准,重新审视了不同公司之间的关系。我们的研究结果表明,当考虑不对称行为和结构变化时,波动性的传递存在显着差异。在计算了风险最小化组合权重后,我们证明了在一组不同情景下,最小波动组合由中小型指数组成,其中中型公司的权重较高。
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引用次数: 20
期刊
The Spanish Review of Financial Economics
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