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How Does External Conflict Impact Social Trust? Evidence from the 9/11 Attacks as a Natural Experiment in the US 外部冲突如何影响社会信任?9/11袭击作为美国自然实验的证据
Pub Date : 2011-09-01 DOI: 10.2139/ssrn.1769023
A. Shaleva
ABSTRACTSocial trust has enchanted social scientists due to its importance for both cooperation within societies and economic performance. This article provides a novel empirical study of whether external conflict affects trust. The possible ways that conflict could be related to trust are theoretically validated by two hypotheses on social group behavior. To identify the effect of external conflict on within-society trust, I interpret U.S. General Social Survey (GSS) trust data within a natural experiment with the terror attacks of 9/11 observed as the external conflict. Difference-in-differences estimations are in favor of the hypothesis that positive trust attitudes within a group are independent from external conflict.
摘要社会信任对社会内部合作和经济绩效的重要性,使社会科学家们着迷。本文对外部冲突是否影响信任进行了新颖的实证研究。关于社会群体行为的两个假设从理论上验证了冲突与信任相关的可能方式。为了确定外部冲突对社会内部信任的影响,我在一个自然实验中解释了美国综合社会调查(GSS)的信任数据,并将9/11恐怖袭击观察为外部冲突。差异中的差异估计支持群体内的积极信任态度独立于外部冲突的假设。
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引用次数: 4
A Volatility Model for Financial Time Series in the Generalized Pearson Setting 广义Pearson环境下金融时间序列的波动率模型
Pub Date : 2011-08-30 DOI: 10.2139/ssrn.1925211
Kurtay Ogunc
Our objective is to review the existing literature on modeling financial asset return distributions and propose additional models and techniques that provide a better fit for a given financial asset return series such as global stock indices, industry segments and foreign exchange. One possible way is to adjust the model within the whole family of parameters, or only within the family of parameters, which make economic sense. The ideal model specification is the one that can handle structural change and time dependence in conditional mean, variance, skewness, and kurtosis. This may have more economic appeal than assuming fundamental nonnormality. We postulate that the simultaneous estimation of time-varying first-four moments using a flexible family of probability distributions such as the Pearson type distributions might provide a better explanation of risks, and hence, robust design of portfolio allocation systems beyond the traditional first-two moments framework. In a study of fractual structures in exchange rates, Richards (2000) finds in a simulation experiment that the best performing model among non-linear time series models is a GARCH, in which a generalized error distribution was modified to allow for wider tails.In this research, we will combine an autoregressive conditional heteroskedasticity model with an asymmetric information structure due to Daniel B. Nelson (1991) with a flexible family of distributions, developed by Karl Pearson (1895). Within this framework, a nonlinear parametric model with time-varying higher moments is proposed. We, hereby, attempt to extend the time-varying conditional variance nature of traditional ARCH/GARCH-type models to include either time-varying skewness or kurtosis for it might improve our understanding of risks and risk premia seen in financial markets. To this end, we will explore the possible ill behavior of standardized residuals in many types of the time-varying conditional variance models and show that these residuals lead us to the modeling of time-varying skewness and kurtosis. We will fit the Pearson distribution directly to sample data by calculating the second, third and fourth central moments of the observed values and using the definitions of skewness and kurtosis. However, observed values of the third and fourth moments could be sensitive to outliers. This would question the validity of the equation, which takes advantage of the time-varying properties of kurtosis. Moreover, the sensitivity of higher moments’ estimates to a small number of extreme returns also means that ex-post returns may have quite different properties from ex-ante returns. We are also planning to incorporate the concepts of L-moments, introduced by Hosking (1990). L-moments are defined to be the expected values of linear expectations of the order statistics. They are less sensitive to outliers than ordinary moments, and often provide a better identification of the parent distribution that generates a particular dat
我们的目标是回顾现有的关于金融资产回报分布建模的文献,并提出其他模型和技术,以更好地适应给定的金融资产回报系列,如全球股票指数、行业部门和外汇。一种可能的方法是在整个参数族中调整模型,或者只在参数族中调整模型,这在经济上是有意义的。理想的模型规范是能够处理条件均值、方差、偏度和峰度的结构变化和时间依赖性的模型规范。这可能比假设基本面不正常更具经济吸引力。我们假设,使用灵活的概率分布家族(如Pearson型分布)同时估计时变的前四阶矩可能会更好地解释风险,因此,超越传统的前两阶矩框架的投资组合配置系统的稳健设计。在对汇率分形结构的研究中,Richards(2000)在模拟实验中发现,非线性时间序列模型中表现最好的模型是GARCH模型,该模型对广义误差分布进行了修改,以允许更宽的尾部。在本研究中,我们将把Daniel B. Nelson(1991)提出的具有非对称信息结构的自回归条件异方差模型与Karl Pearson(1895)提出的灵活分布族相结合。在此框架下,提出了具有时变高矩的非线性参数模型。因此,我们试图扩展传统ARCH/ garch型模型的时变条件方差性质,使其包括时变偏度或峰度,因为它可以提高我们对金融市场中风险和风险溢价的理解。为此,我们将探讨许多类型的时变条件方差模型中标准化残差可能的不良行为,并表明这些残差导致我们建立时变偏度和峰度的模型。我们将通过计算观测值的第二、第三和第四中心矩,并使用偏度和峰度的定义,将皮尔逊分布直接拟合到样本数据。然而,第三和第四矩的观测值可能对异常值敏感。这将对利用峰度时变特性的方程的有效性提出质疑。此外,高矩估计对少数极端收益的敏感性也意味着事后收益可能与事前收益具有完全不同的性质。我们还计划纳入霍斯金(1990)引入的l矩的概念。l矩被定义为阶统计量的线性期望的期望值。与普通矩相比,它们对异常值不那么敏感,并且通常能更好地识别产生特定数据样本的母分布。人们可以使用l -矩来拟合数据的特定分布,方法是将前几个样本和总体的l -矩相等,类似于矩的方法。在广义极值分布(Hosking et al., 1985)和广义帕累托分布(Hosking and Wallis, 1987)的某些情况下,所得到的参数和分位数估计有时比最大似然估计更准确。如果分布的均值存在,那么所有高阶l矩也存在(参见霍斯金(1996)的“定理1”)。因此,l矩可以描述方差或高阶正则矩可能是无限大的肥尾分布。而且,为了使样本l矩的标准误差有限,需要有限的最大矩是第2矩;也就是说,方差。我们认为,由于l -矩在其他重尾分布中的成功应用,对于诸如Pearson - vii型这样的细峰分布使用l -矩可能会有一定的价值。
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引用次数: 0
Predictability of Implied Volatility: Evidence from the Over-the-counter Currency Option Markets 隐含波动率的可预测性:来自场外货币期权市场的证据
Pub Date : 2011-08-26 DOI: 10.2139/ssrn.1917062
Alfred H.S. Wong, R. Heaney, Amalia Di Iorio
This paper provides an empirical study on the predictability of implied volatility using dataset collected from the London over-the-counter currency option market. The present work is motivated by the lack of empirical studies that address implied volatility characteristics across various maturities. We applied both in and out-of-sample tests that include the nonparametric variance ratio and interval forecasts methodologies. Contrary to the weak-form market efficiency theory, this study provides evidence of non-random movement in the implied volatility series and indicates predictability of implied volatility series. The result suggests that there is a need to account for the differences in data characteristics that exist across the volatility term structure.
本文利用伦敦场外外汇期权市场的数据,对隐含波动率的可预测性进行了实证研究。目前的工作是由于缺乏针对不同期限隐含波动率特征的实证研究。我们应用了样本内和样本外测试,包括非参数方差比和区间预测方法。与弱形式市场效率理论相反,本研究提供了隐含波动率序列非随机运动的证据,并表明隐含波动率序列具有可预测性。结果表明,有必要考虑波动性期限结构中存在的数据特征差异。
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引用次数: 0
Has the CDS Market Influenced the Borrowing Cost of European Countries During the Sovereign Crisis? 主权债务危机期间CDS市场是否影响了欧洲国家的借贷成本?
Pub Date : 2011-08-22 DOI: 10.2139/ssrn.1917219
Anne-Laure Delatte, M. Gex, Antonia López‐Villavicencio
This paper assesses the potential influence of the growing CDS market on the borrowing cost of sovereign states during the European sovereign crisis. We analyze the sovereign debt market to ascertain the pattern of information transmission between the CDS and corresponding bond markets. Our methodological innovation is the use of a non-linear specification rather than the linear VECM specification customarily employed. Using a panel smooth transition model during the 2008-2010 period, we find that: 1) linearity tests clearly reject the null hypothesis of a linear transmission mechanisms between the bond and the CDS markets; 2) market distress alters the mutual influence and 3) the higher the distress the more the CDS market dominates the information transmission between CDS and bond markets.
本文评估了在欧洲主权危机期间,CDS市场的增长对主权国家借贷成本的潜在影响。我们分析了主权债务市场,以确定CDS与相应债券市场之间的信息传递模式。我们的方法创新是使用非线性规范,而不是通常使用的线性VECM规范。利用2008-2010年期间的面板平滑过渡模型,我们发现:1)线性检验明显拒绝了债券和CDS市场之间线性传递机制的零假设;2)市场困境改变了相互影响;3)市场困境越高,CDS市场在CDS与债券市场之间的信息传递中越占主导地位。
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引用次数: 1
Geographic Concentration and Firm Survival 地理集中与企业生存
Pub Date : 2011-08-19 DOI: 10.2139/ssrn.1912506
Dakshina G. De Silva, R. Mccomb
If localization economies are present, firms within denser industry concentrations should exhibit higher levels of performance than more isolated firms. Nevertheless, research in industrial organization that has focused on the influences on firm survival has largely ignored the potential effects from agglomeration. Recent studies in urban and regional economics suggests that agglomeration effects may be very localized. Analyses of industry concentration at the MSA or county-level may fail to detect important elements of intra-industry firm interaction that occur at the sub-MSA level. Using a highly detailed dataset on firm locations and characteristics for Texas, this paper analyses agglomeration effects on firm survival over geographic areas as small as a single mile radius. We find that greater firm density within very close proximity (within 1 mile) of firms in the same industry increases mortality rates while greater concentration over larger distances reduces mortality rates.
如果存在地方经济,行业集中度较高的公司应比较为孤立的公司表现出更高的绩效水平。然而,对产业组织的研究主要集中在对企业生存的影响上,很大程度上忽略了集聚的潜在影响。最近的城市和区域经济学研究表明,集聚效应可能是非常局部的。在MSA或县一级的行业集中度分析可能无法发现发生在MSA次一级的行业内企业互动的重要因素。本文利用德克萨斯州企业位置和特征的非常详细的数据集,分析了小至一英里半径的地理区域对企业生存的集聚效应。我们发现,同一行业内企业非常接近(1英里以内)的企业密度越大,死亡率就越高,而距离越远的企业密度越大,死亡率就越低。
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引用次数: 11
Evaluating Density Forecasts: A Comment 评估密度预测:评论
Pub Date : 2011-08-10 DOI: 10.2139/ssrn.1907799
A. Tsyplakov
This is a comment on Mitchell and Wallis (2011) which in turn is a critical reaction to Gneiting et al. (2007). The comment discusses the notion of forecast calibration, the advantage of using scoring rules, the “sharpness” principle and a general approach to testing calibration. The aim is to show how a more general and explicitly stated framework can provide further insights into the theory and practice of of probabilistic forecasting.
这是对Mitchell和Wallis(2011)的评论,反过来又是对Gneiting等人(2007)的批判反应。评论讨论了预测校准的概念,使用评分规则的优势,“锐度”原则和测试校准的一般方法。目的是展示一个更普遍和明确的框架如何为概率预测的理论和实践提供进一步的见解。
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引用次数: 15
Effect of Interaction Terms on Recursive Partitioning Techniques (Recursive Partitioning, Unbiased Conditional Inference Trees, Random Forest): Some Experiments with the Icreater Functions 交互项对递归划分技术(递归划分、无偏条件推理树、随机森林)的影响:用Icreater函数进行的一些实验
Pub Date : 2011-08-06 DOI: 10.2139/ssrn.1906005
Dhruv Sharma
The idea of generating and searching for interactions and transformations is implemented in R. The icreater function adds log, sqrt, and negative reciprocal transformations suggested by Tukey and then the data set with these transformation is used to generate NXN interactions and this final data set is fed into recursive partitioning, conditional inference trees and random forests. This approach is tested for 3 credit data sets: German, Brazillian credit card data set and home equity data set. Adding transformed interaction terms improves predictive accuracy in 2 out of the 3 data sets. So it is shown to work sometimes.
生成和搜索交互和转换的思想在r中实现。icreater函数添加了Tukey建议的log, sqrt和负倒数转换,然后使用这些转换的数据集生成NXN交互,最终数据集被馈送到递归分区,条件推理树和随机森林中。该方法对3个信用数据集进行了测试:德国,巴西信用卡数据集和房屋净值数据集。添加转换后的交互项提高了3个数据集中的2个的预测精度。所以它有时是有效的。
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引用次数: 1
The Impact of Unconventional Monetary Policy on the Market for Collateral: The Case of the French Bond Market 非常规货币政策对抵押品市场的影响:以法国债券市场为例
Pub Date : 2011-08-01 DOI: 10.2139/ssrn.1911879
We consider the channel consisting in transferring the credit risk associated with refinancing operations between financial institutions to market participants. In particular, we analyze liquidity and volatility premia on the French government debt securities market, since these assets are used as collateral both in the open market operations of the ECB and on the interbank market. In our time-varying transition probability Markov-switching (TVTP-MS) model, we highlight the existence of two regimes. In one of them, which we refer to as the conventional regime, monetary policy neutrality is verified; in the other, which we dub the unconventional regime, monetary policy operations lead to volatility and liquidity premia on the collateral market. The existence of these conventional and unconventional regimes highlights some asymmetries in the conduct of monetary policy.
我们考虑将与金融机构之间的再融资操作相关的信用风险转移给市场参与者的渠道。特别是,我们分析了法国政府债务证券市场的流动性和波动性溢价,因为这些资产在欧洲央行的公开市场操作和银行间市场上都被用作抵押品。在我们的时变转移概率马尔可夫切换(TVTP-MS)模型中,我们强调了两种状态的存在。在其中一种机制中,我们称之为常规机制,货币政策中立性得到验证;在另一种机制中,我们称之为非常规机制,货币政策操作导致抵押品市场的波动和流动性溢价。这些常规和非常规机制的存在,突显了货币政策实施中的一些不对称性。
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引用次数: 24
Comparative Effectiveness Research, Courage, and Technological Abandonment 比较有效性研究、勇气与技术放弃
Pub Date : 2011-08-01 DOI: 10.3386/W17371
D. Howard, Yu‐Chu Shen
When a major study finds that a widely used medical treatment is no better than a less expensive alternative, do physicians stop using it? Policymakers hope that comparative effectiveness research will identify less expensive substitutes for widely-used treatments, but physicians may be reluctant to abandon profitable therapies. We examine the impact of the COURAGE trial, which found that medical therapy is as effective as percutaneous coronary intervention (PCI) for patients with stable angina, on practice patterns. Using hospital discharge data from US community, Veterans Administration, and English hospitals, we detect a moderate decline in PCI volume post-COURAGE. However, many patients with stable angina continue to receive PCI. We do not find differences in PCI volume trends by reimbursement scheme or hospitals' teaching status, ownership, or degree of vertical integration.
当一项重大研究发现,一种广泛使用的医疗方法并不比一种更便宜的替代方法更好时,医生会停止使用它吗?政策制定者希望通过比较有效性的研究,为广泛使用的治疗方法找到更便宜的替代品,但医生可能不愿意放弃有利可图的治疗方法。我们研究了COURAGE试验对实践模式的影响,该试验发现药物治疗与经皮冠状动脉介入治疗(PCI)对稳定型心绞痛患者同样有效。使用来自美国社区、退伍军人管理局和英国医院的出院数据,我们发现courage术后PCI容量有中度下降。然而,许多稳定型心绞痛患者继续接受PCI治疗。我们没有发现报销方案、医院教学状况、所有权或垂直整合程度对PCI量趋势的影响。
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引用次数: 6
Financial Deepening, Property Rights and Poverty: Evidence from Sub-Saharan Africa 金融深化、产权与贫困:来自撒哈拉以南非洲的证据
Pub Date : 2011-08-01 DOI: 10.7172/2353-6845.JBFE.2015.1.6
Yifei Huang, R. Singh
The recent financial crisis has brought to the forefront renewed concerns about the merit of financial development, especially for the most vulnerable segments of our population. Studies on the relationship between financial development and poverty have been inconclusive. Some claim that, by allowing more entrepreneurs to obtain financing, financial development improves the allocation of capital, which has a particularly large impact on the poor. Others argue that it is primarily the rich and politically connected who benefit from improvements in the financial system. This paper looks at a sample of 37 countries in sub-Saharan Africa from 1992 through 2006. Its results suggest that financial deepening could narrow income inequality and reduce poverty, and that stronger property rights reinforce these effects. Interest rate and lending liberalization alone could, however, be detrimental to the poor if not accompanied by institutional reforms, in particular stronger property rights and wider access to creditor information.
最近的金融危机使人们重新关注金融发展的好处,特别是对我们人口中最脆弱的部分的好处。关于金融发展与贫困之间关系的研究尚无定论。一些人声称,通过允许更多的企业家获得融资,金融发展改善了资本的配置,这对穷人有特别大的影响。其他人则认为,主要是富人和有政治关系的人从金融体系的改善中受益。本文考察了1992年至2006年撒哈拉以南非洲37个国家的样本。其结果表明,金融深化可以缩小收入不平等并减少贫困,而更强有力的产权会强化这些效果。然而,如果不同时进行体制改革,特别是加强产权和扩大获得债权人信息的机会,单靠利率和贷款自由化就可能对穷人有害。
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引用次数: 67
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Econometrics: Applied Econometrics & Modeling eJournal
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