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Learning from prices: information aggregation and accumulation in an asset market 从价格中学习:资产市场中的信息聚合和积累
IF 1 Q4 BUSINESS, FINANCE Pub Date : 2020-11-04 DOI: 10.1007/s10436-020-00378-w
Michele Berardi

Can prices convey information about the fundamental value of an asset? This paper considers this problem in relation to the dynamic properties of the fundamental (whether it is constant or time-varying) and the structure of information available to agents. Risk-averse traders receive two potential signals each period: one exogenous and private and the other, prices, endogenous and public. Prices aggregate private information but include aggregate noise. Information can accumulate over time both through endogenous and exogenous signals. With a constant fundamental, the precision of both private and public cumulative information increases over time but agents put progressively more weight on the endogenous signals, asymptotically disregarding private ones. If the fundamental is time-varying, the use of past private signals complicates the role of prices as a source of information, since it introduces endogenous serial correlation in the price signal and cross-correlation between it and innovations in the fundamental. A modified version of the Kalman filter can still be used to extract information from prices and results show that the precision of the endogenous signals converges to a constant, with both private and public information used at all times.

价格能否传达有关资产基本价值的信息?本文将这个问题与基本的动态特性(无论是常数还是时变的)和代理可用信息的结构联系起来考虑。规避风险的交易员每个时期都会收到两个潜在信号:一个是外生的私人信号,另一个是价格、内生的公共信号。价格聚合了私人信息,但也包含了聚合噪音。信息可以通过内源性和外源性信号随时间积累。在基本面不变的情况下,私人和公共累积信息的精度都会随着时间的推移而增加,但代理人会逐渐加大对内生信号的重视,逐渐忽略私人信号。如果基本面是时变的,那么使用过去的私人信号会使价格作为信息来源的作用复杂化,因为它在价格信号中引入了内生序列相关性,并在价格信号与基本面创新之间引入了互相关。卡尔曼滤波器的修改版本仍然可以用于从价格中提取信息,结果表明,内生信号的精度收敛于常数,同时始终使用私人和公共信息。
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引用次数: 1
Internal financing, managerial compensation and multiple tasks 内部融资、管理层薪酬和多重任务
IF 1 Q4 BUSINESS, FINANCE Pub Date : 2020-10-30 DOI: 10.1007/s10436-020-00375-z
Sandro Brusco, Fausto Panunzi

We study the optimal capital budgeting policy of a firm taking into account the choice between internal and external financing. The manager can dedicate effort either to increase short-term profitability, thus generating greater immediate cash-flow, or to improve long-term perspectives. When both types of effort are observable, low productivity firms end up using internal funds, while high productivity firms use external capital markets. When effort to boost short-term cash flow is observable, while effort to boost long-term profitability is not, non-monotonic policies may be optimal. In such cases financing switches back and forth between internal and external funds as the quality of the project increases.

我们研究了考虑内部融资和外部融资之间选择的企业最优资本预算政策。经理可以致力于提高短期盈利能力,从而产生更大的即时现金流,也可以致力于改善长期前景。当这两种努力都可以观察到时,低生产率的公司最终使用内部资金,而高生产率的公司使用外部资本市场。当提高短期现金流的努力是可以观察到的,而提高长期盈利能力的努力不是,非单调政策可能是最优的。在这种情况下,随着项目质量的提高,融资在内部和外部资金之间来回切换。
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引用次数: 1
The role of market efficiency on implied cost of capital estimates: an international perspective 市场效率对隐含资本成本估算的作用:国际视角
IF 1 Q4 BUSINESS, FINANCE Pub Date : 2020-10-28 DOI: 10.1007/s10436-020-00374-0
David Schröder

This study examines the role of market efficiency on international differences in the usefulness of the implied cost of capital (ICC) to measure expected stock returns. The analysis exploits cross-country differences in market efficiency around the world using a variety of empirical measures of market efficiency. A key methodological contribution of this paper is to assess the quality of the ICC as estimate of expected returns by evaluating its forecast error for subsequent stock returns. The results show that the accuracy of the ICC as measure of expected stock returns is positively associated with the countries’ level of market efficiency.

本研究考察了市场效率在隐含资本成本(ICC)衡量预期股票回报有用性的国际差异中的作用。该分析利用了各种市场效率的实证衡量标准,利用了世界各地市场效率的跨国差异。本文的一个关键方法学贡献是通过评估ICC对后续股票回报的预测误差来评估ICC作为预期回报估计的质量。结果表明,国际商会作为衡量预期股票回报的准确性与各国的市场效率水平呈正相关。
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引用次数: 2
Panel data modeling of bank deposits 银行存款的面板数据建模
IF 1 Q4 BUSINESS, FINANCE Pub Date : 2020-10-06 DOI: 10.1007/s10436-020-00373-1
Sofia Costa, Marta Faias, Pedro Júdice, Pedro Mota

Studying the dynamics of deposits is important for three reasons: first, it serves as an important component of liquidity stress testing; second, it is crucial to asset-liability management exercises and the allocation between liquid and illiquid assets; third, it is the support for a Liquidity at Risk methodology. Current models are based on (textit{AR}(1)) processes that often underestimate liquidity risk. Thus, a bank relying on those models may face failure in an event of crisis. We propose an alternative approach for modeling deposits, using panel data and a momentum term. The model enables the simulation of a variety of deposit trajectories, including episodes of financial distress, showing much higher drawdowns and realistic liquidity at risk estimates, as well as density plots that present a wide range of possible values, corresponding to booms and financial crises. Therefore, this methodology is more suitable for liquidity management at banks, as well as for conducting liquidity stress tests.

研究存款动态很重要,原因有三:首先,它是流动性压力测试的重要组成部分;其次,它对资产负债管理以及流动性和非流动性资产之间的分配至关重要;第三,它是对风险流动性方法的支持。当前的模型基于经常低估流动性风险的(textit{AR}(1))过程。因此,一家依赖这些模式的银行在发生危机时可能会面临倒闭。我们提出了一种使用面板数据和动量项对矿床建模的替代方法。该模型能够模拟各种存款轨迹,包括金融危机事件,显示出更高的提款率和现实的风险流动性估计,以及密度图,显示出与繁荣和金融危机相对应的各种可能值。因此,这种方法更适合银行的流动性管理,以及进行流动性压力测试。
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引用次数: 1
Development banking under weak institutions and imperfect credit markets 机构薄弱和信贷市场不完善下的发展银行
IF 1 Q4 BUSINESS, FINANCE Pub Date : 2020-07-08 DOI: 10.1007/s10436-020-00372-2
Reynaldo Senra Hodelin

Governments have created development banks in hopes of accelerating growth. Theoretical growth models that assess the pertinence of these banks are scarce and, none of them analyzes the implication of these banks under weak institutions and underdeveloped financial markets, which are two common problems in poor countries. This article studies the implications of subsidies to producers, a monopoly bank, or to a development bank, for the technology adoption and welfare in a Schumpeterian growth model in which creditors cannot completely eradicate moral hazard. I find that under these circumstances, the innovator will under-invest in research and, although subsidies contribute to a higher level of technology in the economy, they may harm the welfare of the working class. Subsidies to a development bank can be the most effective measure in terms of catching up with advanced economies, but this policy can be the most negative for the economic environment by diverting a large amount of resources from investment in research. Finally, this policy harms workers’ welfare when they finance the subsidy.

各国政府成立了开发银行,希望加快经济增长。评估这些银行针对性的理论增长模型很少,也没有一个分析这些银行在机构薄弱和金融市场不发达的情况下的影响,这是贫穷国家的两个常见问题。本文研究了在熊彼特增长模型中,对生产者、垄断银行或开发银行的补贴对技术采用和福利的影响,在该模型中,债权人无法完全消除道德风险。我发现,在这种情况下,创新者将在研究上投资不足,尽管补贴有助于提高经济中的技术水平,但它们可能会损害工人阶级的福利。就追赶发达经济体而言,向开发银行提供补贴可能是最有效的措施,但这项政策可能会将大量资源从研究投资中转移出来,对经济环境最为不利。最后,这项政策在资助补贴时损害了工人的福利。
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引用次数: 2
An evolutionary finance model with a risk-free asset 具有无风险资产的进化金融模型
IF 1 Q4 BUSINESS, FINANCE Pub Date : 2020-06-24 DOI: 10.1007/s10436-020-00370-4
Sergei Belkov, Igor V. Evstigneev, Thorsten Hens

The purpose of this work is to develop an evolutionary finance model with a risk-free asset playing the role of a numeraire. The model describes a market where one risk-free and several “short-lived” risky assets (securities) are traded in discrete time. The risky securities live one period, yield random payoffs at the end of it, and then are re-born at the beginning of the next period. The main goal of the study is to identify investment strategies that make it possible for an investor to “survive” in the market selection process. It is shown that a strategy of this kind exists, is in a sense asymptotically unique and can be described by a simple explicit formula amenable for quantitative investment analysis.

这项工作的目的是开发一个由无风险资产扮演数字货币角色的进化金融模型。该模型描述了一个市场,其中一种无风险资产和几种“短命”风险资产(证券)在离散时间内进行交易。风险证券存在于一个时期,在其结束时产生随机收益,然后在下一个时期开始时再生。该研究的主要目标是确定投资策略,使投资者有可能在市场选择过程中“生存”。结果表明,这种策略是存在的,在某种意义上是渐近唯一的,并且可以用一个简单的、适用于定量投资分析的显式公式来描述。
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引用次数: 5
The price leadership share: a new measure of price discovery in financial markets 价格领先份额:衡量金融市场价格发现的新指标
IF 1 Q4 BUSINESS, FINANCE Pub Date : 2020-06-19 DOI: 10.1007/s10436-020-00371-3
Riccardo De Blasis

We propose a new measure to establish price leadership among multiple related price series using a multivariate Markov chain model. This new measure, the price leadership share (PLS), can easily be calculated when price series are related but not fully cointegrated (e.g. there is a fractional cointegration and the unit root test fails) and with more than two price series simultaneously, offering advantages over the existing price discovery measures. In addition, we propose a price leadership concentration index to help the comparative analysis. The measure is tested on six gold contracts, including spot, futures, and ETF, with a global coverage over a 2-year period. Results show that gold futures contracts, mainly the US contract (CME futures), have a major role in the price discovery function confirming the previous literature’s findings. Overall, the PLS measure overcomes the limits of other existing price discovery measures.

我们提出了一种使用多元马尔可夫链模型在多个相关价格序列之间建立价格领先地位的新措施。当价格序列是相关的但不是完全协整的(例如,存在分数协整,单位根检验失败),并且同时有两个以上的价格序列时,可以很容易地计算出这种新的衡量标准,即价格领先份额(PLS),这比现有的价格发现衡量标准具有优势。此外,我们还提出了一个价格领导者集中度指数来帮助进行比较分析。这项措施在包括现货、期货和ETF在内的六份黄金合约上进行了测试,覆盖范围为2年。结果表明,黄金期货合约,主要是美国合约(CME期货),在价格发现功能中发挥着重要作用,证实了先前文献的发现。总体而言,PLS措施克服了其他现有价格发现措施的局限性。
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引用次数: 12
Two price economic equilibria and financial market bid/ask prices 两种价格经济均衡与金融市场买卖价格
IF 1 Q4 BUSINESS, FINANCE Pub Date : 2020-06-18 DOI: 10.2139/ssrn.3633351
R. Elliott, D. Madan, T. Siu
Demand and supply uncertainty lead to a model of markets that set prices to acceptable risk levels for excess supplies and net revenues. The result is a two price partial equilibrium economy. The equilibrium solutions are applied to two price financial market data to infer demand and supply elasticities and log normal volatilities from market quotes on bid and ask prices. Demand elasticities are observed to be higher than supply elasticities as are the volatilities. Normalizing observed volatilities to the volatility of the daily traded volume a market implied duration of the economic equilibrium is inferred. The median level of duration is around a minute and half with an interquartile range from 37 s to 2 min. For larger orders, bid and ask prices may be constructed by calibrating the demand and supply volatilities.
需求和供应的不确定性导致了一种市场模式,这种模式将价格设定在供应过剩和净收入可接受的风险水平上。其结果是两个价格的部分均衡经济。将均衡解决方案应用于两个价格金融市场数据,以推断需求和供给弹性,并从买卖价格的市场报价中记录正常波动率。需求弹性被观察到高于供给弹性,波动性也是如此。将观察到的波动率正常化为每日交易量的波动率,从而推断出经济均衡的市场隐含持续时间。持续时间的中位数水平约为一分半钟,四分位数范围为37秒至2分钟。对于较大的订单,可以通过校准需求和供应波动来构建买入价和卖出价。
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引用次数: 4
Bank default indicators with volatility clustering 具有波动性聚类的银行违约指标
IF 1 Q4 BUSINESS, FINANCE Pub Date : 2020-06-18 DOI: 10.1007/s10436-020-00369-x
T. Kenc, E. Çevik, S. Dibooğlu
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引用次数: 0
Bank default indicators with volatility clustering 具有波动性聚类的银行违约指标
IF 1 Q4 BUSINESS, FINANCE Pub Date : 2020-06-18 DOI: 10.1007/s10436-020-00369-x
Turalay Kenc, Emrah Ismail Cevik, Sel Dibooglu

We estimate default measures for US banks using a model capable of handling volatility clustering like those observed during the Global Financial Crisis (GFC). In order to account for the time variation in volatility, we adapted a GARCH option pricing model which extends the seminal structural approach of default by Merton (J Finance 29(2):449, 1974) and calculated “distance to default” indicators that respond to heightened market developments. With its richer volatility dynamics, our results better reflect higher expected default probabilities precipitated by the GFC. The diagnostics show that the model generally outperforms standard models of default and offers relatively good indicators in assessing bank failures.

我们使用一个能够处理波动性集群的模型来估计美国银行的违约措施,就像在全球金融危机期间观察到的那样。为了考虑波动性的时间变化,我们采用了GARCH期权定价模型,该模型扩展了Merton的开创性违约结构方法(J Finance 29(2):44491974),并计算了响应市场发展加剧的“违约距离”指标。由于其更丰富的波动性动态,我们的结果更好地反映了GFC引发的更高的预期违约概率。诊断结果表明,该模型通常优于标准违约模型,并在评估银行倒闭方面提供了相对较好的指标。
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引用次数: 4
期刊
Annals of Finance
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