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LIBOR Manipulation and Detecting Informed Trading Evidence from the Interest Rate Derivatives Market LIBOR操纵和从利率衍生品市场检测知情交易证据
Pub Date : 2017-01-20 DOI: 10.2139/ssrn.2864202
P. Phuensane, Julian M. Williams
One of the most striking evidences of the failure in financial regulation is represented by the London Interbank Offered Rate (LIBOR). Since May 2008, a huge scandal focusing on a possibility of criminal wrongdoing by a number of the most trusted international banks revealed manipulation of the benchmark interest rate known as the LIBOR. This scandal became as matter of fact on June 2012 when Barclays agreed to pay fines of $360 million and $144.5 for having rigged the LIBOR. This paper provides the crucial evidence of LIBOR manipulation including a communication evidence between interest rate derivative traders and LIBOR submitters described in the CFTC and FSA documents. Also, we provide statistical evidence of LIBOR manipulation including LIBOR quotes and cross-sectional p-value correlation for banks' quote on the LIBOR submission. Furthermore, the paper applies Probability of Informed Trading or "PIN" with the LIBOR manipulation cases recorded in the regulatory reports. The objective of this empirical exercise is to examine the effectiveness of the PIN model from Easley et al. (1996) in actually detecting informed behavior around a LIBOR manipulation event. For this study, we use a data set of Eurodollar futures market as the pricing mechanism of the futures which is based on the LIBOR. to clearly understand why the Eurodollar futures is used as a data set to study the PIN around the LIBOR manipulation, this research provides the number of communication requested on LIBOR manipulation related to a number of currencies. From this evidence, it can be seen that the second most popular was the 3M-LIBOR which is the benched mark for the Eurodollar futures market. Additionally, we then compute the PIN around the maturity date as a normal event in the futures contract and investigate the variation of PIN around these events. Therefore, focused on a short period, the variation of PIN around LIBOR manipulation indicates that the PIN is a good early warning signal. However, the general long-run variation of the PIN was not statistically significant relative to both LIBOR manipulation and the maturity event.
伦敦银行同业拆借利率(LIBOR)是金融监管失败最显著的证据之一。自2008年5月以来,一场巨大的丑闻曝光了一些最受信任的国际银行操纵基准利率伦敦银行间拆放款利率(LIBOR)的可能性。2012年6月,巴克莱银行同意支付3.6亿美元和1445美元的罚款,这一丑闻成为事实。本文提供了LIBOR操纵的关键证据,包括CFTC和FSA文件中描述的利率衍生品交易商和LIBOR提交者之间的沟通证据。此外,我们还提供了LIBOR操纵的统计证据,包括LIBOR报价和银行在LIBOR提交时报价的横截面p值相关性。此外,本文将知情交易概率(Probability of Informed Trading,简称“PIN”)应用于监管报告中记录的LIBOR操纵案例。本实证练习的目的是检验Easley等人(1996)的PIN模型在实际检测LIBOR操纵事件周围的知情行为方面的有效性。在本研究中,我们使用欧洲美元期货市场的数据集作为基于LIBOR的期货定价机制。为了清楚地理解为什么欧洲美元期货被用作一个数据集来研究围绕LIBOR操纵的PIN,本研究提供了与一些货币相关的LIBOR操纵所需的通信数量。从这一证据可以看出,第二受欢迎的是300米伦敦银行同业拆借利率,这是欧洲美元期货市场的基准。此外,我们然后计算到期日附近的PIN作为期货合约中的正常事件,并研究这些事件周围的PIN变化。因此,从短期来看,围绕LIBOR操纵的PIN变化表明,PIN是一个很好的预警信号。然而,相对于LIBOR操纵和到期事件,PIN的一般长期变化在统计上并不显著。
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引用次数: 1
Tractable Term Structure Models 可处理的期限结构模型
Pub Date : 2015-10-01 DOI: 10.2139/ssrn.2693568
Bruno Feunou, Jean-Sébastien Fontaine, A. Le, C. Lundblad
We introduce a new framework that facilitates term structure modeling with both positive interest rates and flexible time series dynamics but that is also tractable, meaning amenable to quick and robust estimation. Using both simulations and U.S. historical data, we compare our approach with benchmark Gaussian and stochastic volatility models as well as a shadow rate model that enforces positive interest rates. Our approach, which remains arbitrarily close to arbitrage free, offers a more accurate characterization of bond Sharpe ratios because of a better fit of the volatility dynamics and a more efficient estimation of the return dynamics. Further, the shadow rate and stochastic volatility models exhibit important restrictions that are largely absent in our approach. This paper was accepted by Agostino Capponi, finance.
我们引入了一个新的框架,该框架促进了具有正利率和灵活时间序列动态的期限结构建模,但也易于处理,这意味着可以进行快速和稳健的估计。使用模拟和美国历史数据,我们将我们的方法与基准高斯和随机波动模型以及执行正利率的影子利率模型进行了比较。我们的方法仍然任意接近无套利,提供了更准确的债券夏普比率特征,因为波动性动态更好的拟合和更有效的回报动态估计。此外,阴影率和随机波动率模型显示出在我们的方法中基本上不存在的重要限制。这篇论文被金融学的阿戈斯蒂诺·卡波尼接受。
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引用次数: 1
Libor Timing Adjustments Libor时间调整
Pub Date : 2015-08-23 DOI: 10.2139/ssrn.2170721
P. Caspers
We derive a closed form expression for the convexity adjustment to be applied to a Libor coupon with non natural payment time. The model is a two dimensional lognormal model for the Libor rate and a forward rate naturally associated to this rate and the payment time of the coupon. In particular we recover the in arrears fixing adjustment as a special case.
我们推导了一个封闭形式表达式,用于应用于具有非自然支付时间的Libor息票的凸性调整。该模型是Libor利率和远期利率的二维对数正态模型,远期利率与Libor利率和息票支付时间自然相关。特别是我们追回拖欠固定调整作为一个特殊情况。
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引用次数: 2
Forecasts from Reduced-Form Models Under the Zero-Lower-Bound Constraint 零下界约束下简化形式模型的预测
Pub Date : 2015-07-24 DOI: 10.26509/WP-201512
Mehmet Pasaogullari
In this paper, I consider forecasting from a reduced-form VAR under the zero lower bound (ZLB) for the short-term nominal interest rate. I develop a method that a) computes the exact moments for the first n + 1 periods when n previous periods are tracked and b) approximates moments for the periods beyond n + 1 period using techniques for truncated normal distributions and approximations a la Kim (1994). I show that the algorithm produces satisfactory results for VAR systems with moderate to high persistence even when only one previous period is tracked. For very persistent VAR systems, however, tracking more periods is needed in order to obtain reliable approximations. I also show that the method is suitable for affine term-structure modeling, where the underlying state vector includes the short-term interest rate as in Taylor rules with inertia.
在本文中,我考虑在零下限(ZLB)下从简化形式VAR预测短期名义利率。我开发了一种方法,a)在跟踪前n个周期时计算前n + 1个周期的精确矩,b)使用截断正态分布和近似技术近似超过n + 1个周期的矩(la Kim, 1994)。我表明,该算法产生了令人满意的结果,VAR系统具有中等到高的持久性,即使只有一个前期跟踪。然而,对于非常持久的VAR系统,为了获得可靠的近似值,需要跟踪更多的周期。我还表明,该方法适用于仿射期限结构建模,其中潜在的状态向量包括短期利率,如泰勒规则中的惯性。
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引用次数: 0
Short Rate Forecasting Based on the Inference from the CIR Model for Multiple Yield Curve Dynamics 基于多重收益率曲线CIR模型推理的短期利率预测
Pub Date : 2015-06-10 DOI: 10.2139/ssrn.2539556
L. Hin, N. Dokuchaev
In this paper, we propose a strategy to extract the information on the market participants’ expectation of the future short rate from the cross-sectional zero coupon bond prices. In line with the current market practice of building different yield curves for different tenors, we construct multiple one-factor short rate processes to pin down the salient features of the yield curve at different tenors. We represent this information in the form of the Cox–Ingersoll–Ross model implied parameters, and show that this information can be used to forecast the future short rate. This approach of representing the information on the market participants’ consensus in the form of implied model parameters and using these implied parameters for forecasting purposes resembles the approach of representing the market expectation of the underlying asset volatility reflected by stock option prices in the form of implied volatility, and using it to forecast the realized volatility. We illustrate the implementation of this method using historical US STRIPS prices and effective Federal Funds rate.
本文提出了一种从横截面零息债券价格中提取市场参与者对未来短期利率预期信息的策略。根据目前不同期限债券收益率曲线的市场实践,我们构建了多个单因素短期利率过程,以确定不同期限债券收益率曲线的显著特征。我们将这些信息以Cox-Ingersoll-Ross模型隐含参数的形式表示,并表明这些信息可以用于预测未来的短期利率。这种将市场参与者的共识信息以隐含模型参数的形式表示出来,并利用这些隐含参数进行预测的方法,类似于将股票期权价格所反映的标的资产波动率的市场预期以隐含波动率的形式表示出来,并利用隐含波动率来预测已实现波动率的方法。我们用历史的美国国债价格和有效的联邦基金利率来说明这种方法的实施。
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引用次数: 5
Resolving the Spanning Puzzle in Macro-Finance Term Structure Models 解决宏观金融期限结构模型中的跨越难题
Pub Date : 2015-01-31 DOI: 10.2139/ssrn.2518037
M. Bauer, Glenn D. Rudebusch
Most existing macro-finance term structure models (MTSMs) appear incompatible with regression evidence of unspanned macro risk. This “spanning puzzle” appears to invalidate those models in favor of new unspanned MTSMs. However, our empirical analysis supports the previous spanned models. Using simulations to investigate the spanning implications of MTSMs, we show that a canonical spanned model is consistent with the regression evidence; thus, we resolve the spanning puzzle. In addition, direct likelihood-ratio tests find that the knife-edge restrictions of unspanned models are rejected with high statistical significance, though these restrictions have only small effects on cross-sectional fit and estimated term premia.
大多数现有的宏观金融期限结构模型与无跨越宏观风险的回归证据不相容。这种“跨越难题”似乎使那些模型失效,而支持新的未跨越的mtms。然而,我们的实证分析支持之前的跨越模型。通过模拟研究跨国跨国公司的跨界影响,我们发现典型跨界模型与回归证据是一致的;因此,我们解决了跨越难题。此外,直接似然比检验发现,尽管这些限制对横截面拟合和估计期限保费的影响很小,但未跨越模型的刀刃限制被拒绝,具有很高的统计显著性。
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引用次数: 83
Anchoring the Yield Curve Using Survey Expectations 利用调查预期锚定收益率曲线
Pub Date : 2013-11-01 DOI: 10.1920/WP.CEM.2013.5213
Carlo Altavilla, R. Giacomini, Giuseppe Ragusa
The dynamic behavior of the term structure of interest rates is difficult to replicate with models, and even models with a proven track record of empirical performance have underperformed since the early 2000s. On the other hand, survey expectations are accurate predictors of yields, but only for very short maturities. We argue that this is partly due to the ability of survey participants to incorporate information about the current state of the economy as well as forward-looking information such as that contained in monetary policy announcements. We show how the informational advantage of survey expectations about short yields can be exploited to improve the accuracy of yield curve forecasts given by a base model. We do so by employing a flexible projection method that anchors the model forecasts to the survey expectations in segments of the yield curve where the informational advantage exists and transmits the superior forecasting ability to all remaining yields. The method implicitly incorporates into yield curve forecasts any information that survey participants have access to, without the need to explicitly model it. We document that anchoring delivers large and significant gains in forecast accuracy for the whole yield curve, with improvements of up to 52% over the years 2000-2012 relative to the class of models that are widely adopted by financial and policy institutions for forecasting the term structure of interest rates.
利率期限结构的动态行为很难用模型来复制,即使是具有实证表现记录的模型,自21世纪初以来也表现不佳。另一方面,调查预期是收益率的准确预测指标,但仅适用于非常短的期限。我们认为,这部分是由于调查参与者有能力将有关当前经济状况的信息以及前瞻性信息(如货币政策公告中包含的信息)纳入其中。我们展示了如何利用调查预期对短期收益率的信息优势来提高基本模型给出的收益率曲线预测的准确性。为此,我们采用了一种灵活的预测方法,将模型预测锚定在收益率曲线中存在信息优势的部分的调查预期上,并将优越的预测能力传递给所有剩余的收益率。该方法隐含地将调查参与者可以获得的任何信息纳入收益率曲线预测,而无需显式建模。我们的研究表明,相对于金融和政策机构广泛采用的预测利率期限结构的模型,锚定在整个收益率曲线的预测准确性方面取得了巨大而显著的进步,在2000年至2012年期间,锚定模型的准确率提高了52%。
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引用次数: 37
The Possibility of a Hellenic Exit from the Eurozone: The Plan B 希腊退出欧元区的可能性:B计划
Pub Date : 2013-10-10 DOI: 10.2139/ssrn.2910320
Yiannis Athanasiadis
After 2010 and the Greek economic crisis, a major concern of the Eurozone was what will happen with the country’s membership. There were several opinions about what Greece should do; many economists believed that leaving the Euro could lead to the collapse of the whole union in a chain reaction, others however believed that Greece could only be saved if it left the union and tried to achieve external devaluation with its own new national currency. Greece asked for help from the IMF and tried to comply with the austerity measures in order to achieve internal devaluation and finally improve competitiveness. In this dissertation paper I examined several other union breakups in order to draw some lessons; in most cases exiting a union was encouraging for the economies leaving the unions. Furthermore, I ran regression analyses to see how the Greek bond yields, bond spreads and CDS spreads are affected by the situation and also how the borrowing costs of Greece along with the risk of investing in Greek sovereign debt titles is affected by the credit rating of Greece set by the three credit rating agencies. Moreover, after comparing the expectations of the Troika to the real data after the implementation of the Troika’s program I found out that the Troika greatly underestimated the negative impacts of its policies and that after three years of austerity policy, the Hellenic economy was not able to recover. Considering that the only other solution for Hellas, is leaving the Eurozone, I constructed a Plan B, indicating the steps that the Greek government should follow after a Hellexit.
在2010年和希腊经济危机之后,欧元区的一个主要担忧是该国的成员资格将会发生什么。关于希腊应该做什么,有几种看法;许多经济学家认为,离开欧元可能会导致整个联盟的连锁反应崩溃,而另一些经济学家则认为,只有希腊离开欧盟,并试图用自己的新国家货币实现外部贬值,希腊才能得救。希腊向国际货币基金组织寻求帮助,并试图遵守紧缩措施,以实现内部贬值,最终提高竞争力。在这篇论文中,我考察了其他几个工会解散的案例,以吸取一些教训;在大多数情况下,退出工会对退出工会的经济体是有利的。此外,我进行了回归分析,以了解希腊债券收益率,债券利差和CDS利差如何受到形势的影响,以及希腊的借贷成本以及投资希腊主权债务的风险如何受到三家信用评级机构对希腊的信用评级的影响。此外,在将三驾马车的预期与三驾马车计划实施后的实际数据进行比较后,我发现三驾马车严重低估了其政策的负面影响,经过三年的紧缩政策,希腊经济无法复苏。考虑到希腊的唯一解决方案是离开欧元区,我制定了一个B计划,指出希腊政府在希腊退出后应该采取的步骤。
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引用次数: 1
Predicting the Yield Curve Using Forecast Combinations 使用预测组合预测收益率曲线
Pub Date : 2013-08-11 DOI: 10.2139/ssrn.2311733
J. Caldeira, G. V. Moura, A. P. Santos
An examination of the statistical accuracy and economic value of modeling and forecasting the term structure of interest rates using forecast combinations is considered. Five alternative methods to combine point forecasts from several univariate and multivariate autoregressive specifications including dynamic factor models, equilibrium term structure models, and forward rate regression models are used. Moreover, a detailed performance evaluation based not only on statistical measures of forecast accuracy, but also on Sharpe ratios of fixed income portfolios is conducted. An empirical application based on a large panel of Brazilian interest rate future contracts with different maturities shows that combined forecasts consistently outperform individual models in several instances, specially when economic criteria are taken into account.
考虑了使用预测组合建模和预测利率期限结构的统计准确性和经济价值。采用动态因子模型、均衡期限结构模型和远期利率回归模型等五种方法,将单变量和多变量自回归指标的点预测结合起来。此外,本文还基于预测准确性的统计指标和固定收益投资组合的夏普比率进行了详细的绩效评估。一项基于不同期限巴西利率期货合约的大型实证应用表明,在一些情况下,综合预测始终优于单个模型,特别是在考虑经济标准的情况下。
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引用次数: 19
Information in the Yield Curve: A Macro-Finance Approach 收益率曲线中的信息:一种宏观金融方法
Pub Date : 2013-03-23 DOI: 10.2139/ssrn.2238367
H. Dewachter, Leonardo Iania, Marco Lyrio
We use a macro-finance model, incorporating macroeconomic and financial factors, to study the term premium in the U.S. bond market. Estimating the model using Bayesian techniques, we find that a single factor explains most of the variation in bond risk premiums. Furthermore, the model-implied risk premiums account for up to 40% of the variability of one- and two-year excess returns. Using the model to decompose yield spreads into an expectations and a term premium component, we find that, although this decomposition does not seem important to forecast economic activity, it is crucial to forecast inflation for most forecasting horizons.
本文采用综合宏观经济和金融因素的宏观金融模型,对美国债券市场的期限溢价进行了研究。使用贝叶斯技术估计模型,我们发现单一因素解释了债券风险溢价的大部分变化。此外,模型隐含的风险溢价占1年期和2年期超额收益变异性的40%。使用该模型将收益率息差分解为预期和期限溢价成分,我们发现,尽管这种分解对预测经济活动似乎并不重要,但对于大多数预测范围的通货膨胀预测至关重要。
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引用次数: 67
期刊
ERN: Interest Rate Forecasts (Topic)
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