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A volatility smile-based uncertainty index 基于波动率微笑的不确定性指数
IF 1 Q4 BUSINESS, FINANCE Pub Date : 2021-03-12 DOI: 10.1007/s10436-021-00384-6
José Valentim Machado Vicente, Jaqueline Terra Moura Marins

We propose a new uncertainty index based on the discrepancy of the smile of FX options. We show that our index spikes near turbulent periods, forecasts economic activity and its innovations hold a significant and negative equity premium. Unlike other uncertainty indexes, our index is supported by equilibrium models, which relate the difference of options prices across moneyness to uncertainty. Moreover, our index is based on investment decisions, can be easily and continuously updated and is comparable across countries.

基于外汇期权微笑的差异,我们提出了一个新的不确定性指数。我们表明,我们的指数在动荡时期附近飙升,预测经济活动及其创新将带来显著的负股本溢价。与其他不确定性指数不同,我们的指数由均衡模型支持,该模型将期权价格与货币性的差异与不确定性联系起来。此外,我们的指数以投资决策为基础,可以轻松、持续地更新,并且在各国之间具有可比性。
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引用次数: 3
Bank business models, negative policy rates, and prudential regulation 银行业务模式、负利率政策和审慎监管
IF 1 Q4 BUSINESS, FINANCE Pub Date : 2021-02-01 DOI: 10.2139/ssrn.3824276
R. Savona
Using data from Italian banks over the period 2011–2017, we study how negative interest rate policy and prudential regulation impact on bank business models. We report four key findings. First, banks shifted into retail- and market-oriented business models. Second, high- and low-deposit banks reduced loans and increased security/liquid assets; only market-oriented banks expanded lending. Third, interest rate income compression induced by negative rates has been substantial for the Italian banking system as a whole, although retail banks seem to have suffered less. Fourth, non-interest incomes played a compensatory effect. The portfolio reshuffling, as we observed for wholesale and retail banks (less lending and more securities/liquid assets), is related to the goal of reducing risk exposures and, in turn, the connected capital absorption required by prudential regulation.
利用意大利银行2011-2017年的数据,我们研究了负利率政策和审慎监管对银行业务模式的影响。我们报告了四个主要发现。首先,银行转向以零售和市场为导向的商业模式。第二,高、低存款银行减少贷款,增加安全/流动资产;只有以市场为导向的银行扩大了放贷。第三,负利率导致的利率收入压缩对整个意大利银行体系来说影响很大,尽管零售银行受到的影响似乎较小。第四,非利息收入起到了补偿作用。正如我们在批发和零售银行观察到的那样,投资组合重组(减少贷款,增加证券/流动资产)与降低风险敞口的目标有关,反过来,与审慎监管所要求的相关资本吸收有关。
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引用次数: 0
Optimal group size in microlending 微透镜中的最佳组大小
IF 1 Q4 BUSINESS, FINANCE Pub Date : 2021-01-18 DOI: 10.1007/s10436-020-00382-0
Philip Protter, Alejandra Quintos

Microlending, where a bank lends to a small group of people without credit histories, began with the Grameen Bank in Bangladesh, and is widely seen as the creation of Muhammad Yunus, who received the Nobel Peace Prize in recognition of his largely successful efforts. Since that time the modeling of microlending has received a fair amount of academic attention. One of the issues not yet addressed in full detail, however, is the issue of the size of the group. Some attention has nevertheless been paid using an experimental and game theory approach. We, instead, take a mathematical approach to the issue of an optimal group size, where the goal is to minimize the probability of default of the group. To do this, one has to create a model with interacting forces, and to make precise the hypotheses of the model. We show that the original choice of Muhammad Yunus, of a group size of five people, is, under the right, and, we believe, reasonable hypotheses, either close to optimal, or even at times exactly optimal, i.e., the optimal group size is indeed five people.

小额贷款是一家银行向一小群没有信用记录的人放贷,始于孟加拉国的格拉明银行,被广泛视为穆罕默德·尤努斯的创造,他获得了诺贝尔和平奖,以表彰他在很大程度上取得的成功。从那时起,微透镜的建模就受到了相当多的学术关注。然而,尚未完全详细解决的问题之一是该小组的规模问题。尽管如此,使用实验和博弈论方法还是引起了一些关注。相反,我们采用数学方法来解决最优群体规模的问题,其中的目标是最小化群体违约的概率。要做到这一点,必须创建一个具有相互作用的力的模型,并对模型进行精确的假设。我们证明,穆罕默德·尤努斯最初选择的五人小组规模是正确的,我们相信,合理的假设,要么接近最优,要么有时完全最优,即最优小组规模确实是五人。
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引用次数: 1
On modifications of the Bachelier model 关于Bachelier模型的修正
IF 1 Q4 BUSINESS, FINANCE Pub Date : 2021-01-18 DOI: 10.1007/s10436-020-00381-1
Alexander Melnikov, Hongxi Wan

Mathematically, stock prices described by a classical Bachelier model are sums of a Brownian motion and an absolute continuous drift. Hence, stock prices can take negative values, and financially, it is not appropriate. This drawback is overcome by Samuelson who has proposed the exponential transformation and provided the so-called Geometrical Brownian motion. In this paper, we introduce two additional modifications which are based on SDEs with absorption and reflection. We show that the model with reflection may admit arbitrage, but the model with an appropriate absorption leads to a better model. Comparisons regarding option pricing among the standard Bachelier model, the Black–Scholes model and the modified Bachelier model with absorption at zero are executed. Moreover, our main findings are also devoted to the Conditional Value-at-Risk based partial hedging in the framework of these models. Illustrative numerical examples are provided.

从数学上讲,经典Bachelier模型描述的股票价格是布朗运动和绝对连续漂移的总和。因此,股票价格可能会出现负值,在财务上,这是不合适的。萨缪尔森克服了这一缺点,他提出了指数变换,并提出了所谓的几何布朗运动。在本文中,我们介绍了两种附加的修改,它们是基于具有吸收和反射的SDE。我们证明了有反射的模型可能允许套利,但有适当吸收的模型会产生更好的模型。比较了标准Bachelier模型、Black-Scholes模型和零吸收修正的Bachelier模式的期权定价。此外,我们的主要发现也致力于在这些模型的框架下基于条件风险价值的部分套期保值。提供了示例性的数值示例。
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引用次数: 4
The Shapley value decomposition of optimal portfolios 最优投资组合的Shapley值分解
IF 1 Q4 BUSINESS, FINANCE Pub Date : 2020-11-27 DOI: 10.1007/s10436-020-00380-2
Haim Shalit

Investors want the ability to evaluate the true and complete risk of the financial assets held in a portfolio. Yet, the current analytic methods provide only partial risk measures. I suggest that, by viewing a portfolio of securities as a cooperative game played by the assets that minimize portfolio risk, investors can calculate the exact value, each security contributes to the common payoff of the game, which is known as the Shapley value. It is determined by computing the contribution of each asset to the portfolio risk by looking at all the possible coalitions in which the asset would participate. I develop this concept in order to decompose the risk of mean-variance and mean-Gini efficient portfolios. This decomposition gives us a better rank of assets by their comprehensive contribution to the risk of optimal portfolios. Such a procedure allows investors to make unbiased decisions when they analyze the inherent risk of their holdings. The Shapley value is calculated for index classes and the empirical results based on asset allocation data are contrary to some of the findings of conventional wisdom and beta analysis.

投资者希望能够评估投资组合中金融资产的真实和完整风险。然而,目前的分析方法只提供了部分风险度量。我建议,通过将证券投资组合视为将投资组合风险降至最低的资产所玩的合作游戏,投资者可以计算出确切的价值,每种证券都有助于游戏的共同收益,即Shapley价值。它是通过查看资产将参与的所有可能联盟来计算每种资产对投资组合风险的贡献来确定的。我发展这个概念是为了分解均值方差和均值基尼系数有效投资组合的风险。这种分解通过资产对最优投资组合风险的综合贡献,为我们提供了更好的资产排名。这样的程序允许投资者在分析其持股的固有风险时做出公正的决定。Shapley值是为指数类别计算的,基于资产配置数据的实证结果与传统智慧和贝塔分析的一些发现相反。
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引用次数: 8
Two price economic equilibria and financial market bid/ask prices 两个价格经济均衡和金融市场买卖价格
IF 1 Q4 BUSINESS, FINANCE Pub Date : 2020-11-09 DOI: 10.1007/s10436-020-00377-x
Robert J. Elliott, Dilip B. Madan, Tak Kuen 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个市场模型,该模型将过剩供应和净收入的价格设定为可接受的风险水平。其结果是两个价格的部分均衡经济。将均衡解应用于两个价格的金融市场数据,以推断需求和供应弹性,并从市场报价中记录买卖价格的正常波动率。需求弹性高于供应弹性,波动率也是如此。将观察到的波动率归一化为每日交易量的波动率,推断出经济均衡的市场隐含持续时间。持续时间的中位数约为一分半钟,四分位间距为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率来构建出价和要价。
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引用次数: 1
Revisiting the link between financial development and industrialization: evidence from low and middle income countries 重新审视金融发展与工业化之间的联系:来自中低收入国家的证据
IF 1 Q4 BUSINESS, FINANCE Pub Date : 2020-11-09 DOI: 10.1007/s10436-020-00376-y
Gouthami Kothakapa, Samyukta Bhupatiraju, Rahul A. Sirohi

The paper uses a dynamic panel model to analyze the relationship between financial development and industrialization in the context of low and middle income countries between 1970 and 2014. The results indicate that the relationship between the two is non-linear. More precisely, the results indicate that financial development has a negative effect on industrial development up to a point, after which the effect turns positive. This evidence of a “U-shaped” relationship emphasizes the centrality of financial development in the industrialization process in developing economies, but it also points to the complex nature of the relationship.

本文采用动态面板模型分析了1970年至2014年间中低收入国家金融发展与工业化的关系。结果表明,二者之间的关系是非线性的。更确切地说,研究结果表明,金融发展在一定程度上对产业发展产生了负面影响,之后这种影响会转为积极影响。这种“U型”关系的证据强调了金融发展在发展中经济体工业化进程中的中心地位,但也指出了这种关系的复杂性。
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引用次数: 5
Heterogeneous beliefs, monetary policy, and stock price volatility 异质信念、货币政策和股价波动
IF 1 Q4 BUSINESS, FINANCE Pub Date : 2020-11-09 DOI: 10.1007/s10436-020-00379-9
Katsuhiro Oshima

In this paper, I build a two-agent New Keynesian model in which households with subjective and objective beliefs about capital gains from stock prices exist. The former type of households constructs their beliefs about expected capital gains by Bayesian learning from observed growth rates of stock prices. In a homogenous agent model with only subjective beliefs, the effect of the interest rate on stock prices tends to be unrealistically strong. I show how the presence of heterogeneity improves second moments of stock prices with realistic moments of business cycle properties. This quantitative improvement in stock price behaviors allows me to conduct a realistic analysis of how the stance of monetary policy affects stock price volatilities. Strong inertia of monetary policy provides the stability of stock prices. This is because the near-term real interest rate has dominant effects on stock prices under the presence of subjective beliefs since the presence limits the forward-looking nature in pricing stocks. However, because output depends on the expected path of the real interest rate in the forward-looking manner, strong monetary policy inertia does not necessarily provide stabilities of stock prices and output at the same time.

在本文中,我建立了一个双主体的新凯恩斯主义模型,其中存在对股票价格资本收益具有主观和客观信念的家庭。前一类家庭通过从观察到的股价增长率中进行贝叶斯学习来构建他们对预期资本收益的信念。在只有主观信念的同质主体模型中,利率对股价的影响往往是不切实际的强烈。我展示了异质性的存在如何通过商业周期属性的现实时刻来改善股价的二阶矩。股价行为的这种量化改善使我能够对货币政策立场如何影响股价波动进行现实的分析。货币政策的强大惯性提供了股票价格的稳定性。这是因为在主观信念的存在下,短期实际利率对股价具有主导作用,因为这种存在限制了股票定价的前瞻性。然而,由于产出在前瞻性方面取决于实际利率的预期路径,强大的货币政策惯性并不一定能同时稳定股价和产出。
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引用次数: 1
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
期刊
Annals of Finance
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