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Probability of no default for a microloan under uncertainty 不确定情况下小额贷款无违约的概率
IF 0.8 Q4 BUSINESS, FINANCE Pub Date : 2024-09-27 DOI: 10.1007/s10436-024-00455-4
Perpetual Andam Boiquaye, Philip Protter

Microloans are important to the underprivileged. It helps those in need make ends meet and maintain daily activities. While not yet a life-changing tool, it can significantly impact women’s empowerment in rural areas worldwide. This is a cost-effective method of assisting those in need. The unpredictable behavior of both borrowers and lenders is a major worry in microlending. Especially in terms of borrowers repaying their debts with interest and lenders remaining economically feasible. To accomplish this, we develop a model that explains the wealth dynamics of women selling inexpensive goods from baskets on their heads while incorporating uncertainty. We use a mathematical approach to estimate the probability of no default. We demonstrate that the lender should charge an interest rate based on the lending cost while taking into account the drift and the business’s uncertainties. This will allow them to repay their loan with interest without defaulting, as well as make lending more sustainable.

小额贷款对弱势群体非常重要。它可以帮助有需要的人维持生计和日常活动。虽然它还不是一种改变生活的工具,但它可以极大地影响世界各地农村地区妇女的赋权。这是一种帮助有需要者的具有成本效益的方法。借贷双方行为的不可预测性是小额贷款的一大隐忧。特别是在借款人连本带利偿还债务和放款人保持经济可行性方面。为此,我们建立了一个模型,在考虑不确定性的同时,解释妇女用头上的篮子出售廉价商品的财富动态。我们使用数学方法来估算不违约的概率。我们证明,贷款人应根据贷款成本收取利率,同时考虑到漂移和企业的不确定性。这将使他们在不违约的情况下连本带利偿还贷款,并使贷款更具可持续性。
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引用次数: 0
Approximation and asymptotics in the superhedging problem for binary options 二元期权超级对冲问题中的近似和渐近问题
IF 0.8 Q4 BUSINESS, FINANCE Pub Date : 2024-09-27 DOI: 10.1007/s10436-024-00454-5
Sergey Smirnov, Dimitri Sotnikov, Andrey Zanochkin

This paper considers Kolokoltsov’s multiplicative model of market price dynamics witout trading constraints. Under general assumptions and monotonic payoff functions, we show that the guaranteed deterministic approach, having a game-theoretic interpretation, yields the same result in the superhedging problem as in the probabilistic approach. We analyze in detail the superhedging problem for a special monotonic payoff function, i.e., a European-style binary option, within the guaranteed deterministic approach (GDA). Unlike the probabilistic counterpart, GDA allows a direct description of the most unfavorable mixed market strategy. We obtain some interesting analytical properties of the solutions of the corresponding Bellman–Isaacs equations, providing the minimal required reserves (also called the superhedging price) to cover the option payoff at the expiration time. The price process with the conditional distributions corresponding to the most unfavorable market scenarios can be approximated on a logarithmic scale by a random walk with two absorbing barriers. We also prove that, under an appropriate normalization, the price process weakly converges to the geometric Brownian motion with one absorbing barrier at the strike price when the discrete-time model number of steps tends to infinity.

本文研究了科洛科尔佐夫(Kolokoltsov)的无交易约束市场价格动态乘法模型。在一般假设和单调报酬函数条件下,我们证明了从博弈论角度解释的保证确定性方法在超级套期保值问题上与概率方法产生了相同的结果。我们在保证确定性方法(GDA)中详细分析了特殊单调报酬函数(即欧式二元期权)的超级套期保值问题。与概率方法不同,GDA 可以直接描述最不利的混合市场策略。我们得到了相应的贝尔曼-伊萨克方程的解的一些有趣的分析性质,提供了在到期时支付期权报酬所需的最小储备金(也称为超级套期保值价格)。与最不利的市场情况相对应的条件分布的价格过程可以在对数尺度上用带有两个吸收障碍的随机漫步来近似。我们还证明,在适当的归一化条件下,当离散时间模型的步数趋于无穷大时,价格过程会弱收敛于行权价处有一个吸收障碍的几何布朗运动。
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引用次数: 0
On the real rate of interest in a closed economy 关于封闭经济中的实际利率
IF 0.8 Q4 BUSINESS, FINANCE Pub Date : 2024-09-12 DOI: 10.1007/s10436-024-00451-8
Dilip B. Madan, King Wang

It is argued that socially optimal real rates of interest cannot be positive in a stationary state. Most economies approximating a stationary state have real rates of interest depending on the interplay between utility and production functions and the structure of the exact social objective function being maximized. The objective studied here maximizes a probability distorted expectation of the sum of undiscounted utilities. The utility functions studied display constant and declining relative risk aversion coefficients. The production functions are Cobb–Douglas, asymptotically linear versions of the same and those with a declining elasticity of the marginal productivity of capital. It is observed that declining relative risk aversion utilities coupled with asymptotically linear Cobb–Douglas type production functions can deliver real rates observed in the US economy over the period January 2010, to December 2023. An analysis of income inequality considerations shows that for the economies studied there is a positive relationship between the real return on capital and the share of capital income in total income. These results support the thesis advanced by as reported by Piketty (Capital in the Twenty First Century. Harvard Business School, Cambridge, 2014)

有人认为,在静止状态下,社会最优实际利率不可能是正值。大多数近似于静止状态的经济体的实际利率取决于效用函数和生产函数之间的相互作用,以及最大化的确切社会目标函数的结构。本文研究的目标是最大化未贴现效用总和的概率扭曲期望值。所研究的效用函数显示了恒定和递减的相对风险规避系数。生产函数有柯布-道格拉斯函数、近似线性函数和资本边际生产率弹性递减函数。据观察,相对风险规避效用的下降与近似线性的柯布-道格拉斯型生产函数相结合,可实现 2010 年 1 月至 2023 年 12 月期间美国经济中观察到的实际利率。对收入不平等因素的分析表明,在所研究的经济体中,实际资本回报率与资本收入在总收入中所占份额之间存在正相关关系。这些结果支持了皮凯蒂(《二十一世纪的资本》。哈佛商学院,剑桥,2014 年)
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引用次数: 0
A Girsanov transformed Clark-Ocone-Haussmann type formula for (L^1)-pure jump additive processes and its application to portfolio optimization 用于 $$L^1$$ 纯跃迁加法过程的 Girsanov 变换 Clark-Ocone-Haussmann 型公式及其在投资组合优化中的应用
IF 0.8 Q4 BUSINESS, FINANCE Pub Date : 2024-08-27 DOI: 10.1007/s10436-024-00453-6
Masahiro Handa, Noriyoshi Sakuma, Ryoichi Suzuki

We derive a Clark-Ocone-Haussmann (COH) type formula under a change of measure for ( L^1 )-canonical additive processes, providing a tool for representing financial derivatives under a risk-neutral probability measure. COH formulas are fundamental in stochastic analysis, providing explicit martingale representations of random variables in terms of their Malliavin derivatives. In mathematical finance, the COH formula under a change of measure is crucial for representing financial derivatives under a risk-neutral probability measure. To prove our main results, we use the Malliavin-Skorohod calculus in ( L^0 ) and ( L^1 ) for additive processes, as developed by Di Nunno and Vives (2017). An application of our results is solving the local risk minimization (LRM) problem in financial markets driven by pure jump additive processes. LRM, a prominent hedging approach in incomplete markets, seeks strategies that minimize the conditional variance of the hedging error. By applying our COH formula, we obtain explicit expressions for locally risk-minimizing hedging strategies in terms of Malliavin derivatives under the market model underlying the additive process. These formulas provide practical tools for managing risks in financial market price fluctuations with (L^1)-additive processes.

我们为 ( L^1 )-正则相加过程推导出了一个度量变化下的克拉克-奥孔-豪斯曼(COH)型公式,为在风险中性概率度量下表示金融衍生品提供了一个工具。COH 公式是随机分析中的基本公式,它以随机变量的马利亚文导数为其提供了明确的马氏表示。在数学金融学中,度量变化下的 COH 公式对于在风险中性概率度量下表示金融衍生品至关重要。为了证明我们的主要结果,我们使用了 Di Nunno 和 Vives(2017)开发的针对加法过程的 ( L^0 ) 和 ( L^1 ) 的 Malliavin-Skorohod 微积分。我们的结果的一个应用是解决纯跳跃加性过程驱动的金融市场中的局部风险最小化(LRM)问题。局部风险最小化是不完全市场中一种著名的对冲方法,它寻求的是使对冲误差的条件方差最小化的策略。通过应用我们的 COH 公式,我们得到了在加法过程的基础市场模型下以马利亚文导数为单位的局部风险最小化对冲策略的明确表达式。这些公式为管理金融市场价格波动风险提供了实用工具。
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引用次数: 0
Option pricing in the Heston model with physics inspired neural networks 利用物理学启发神经网络在赫斯顿模型中进行期权定价
IF 0.8 Q4 BUSINESS, FINANCE Pub Date : 2024-08-26 DOI: 10.1007/s10436-024-00452-7
Donatien Hainaut, Alex Casas

In absence of a closed form expression such as in the Heston model, the option pricing is computationally intensive when calibrating a model to market quotes. this article proposes an alternative to standard pricing methods based on physics-inspired neural networks (PINNs). A PINN integrates principles from physics into its learning process to enhance its efficiency in solving complex problems. In this article, the driving principle is the Feynman-Kac (FK) equation, which is a partial differential equation (PDE) governing the derivative price in the Heston model. We focus on the valuation of European options and show that PINNs constitute an efficient alternative for pricing options with various specifications and parameters without the need for retraining.

由于缺乏像赫斯顿模型那样的封闭式表达,在根据市场报价校准模型时,期权定价的计算密集度很高。PINN 将物理学原理融入其学习过程,以提高其解决复杂问题的效率。在本文中,驱动原理是费曼-卡克(FK)方程,它是支配赫斯顿模型中导数价格的偏微分方程(PDE)。我们将重点放在欧式期权的估值上,并证明 PINNs 是对具有各种规格和参数的期权进行定价的有效替代方法,而无需重新训练。
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引用次数: 0
The effects of social media use by bank depositors 银行储户使用社交媒体的影响
IF 0.8 Q4 BUSINESS, FINANCE Pub Date : 2024-08-19 DOI: 10.1007/s10436-024-00450-9
Jianglin Dennis Ding, George G. Pennacchi

A simple model is developed to analyze the effects of social media use by a bank’s uninsured depositors. While social media increases the likelihood of bank runs, it can be ex-ante beneficial to a bank by raising its shareholders’ equity. Social media enhances monitoring of a bank’s financial condition, thereby giving uninsured depositors a valuable option to withdraw early and avoid potential losses in states when a bank is likely to be insolvent. Recognizing this option, uninsured depositors require a lower promised interest rate that reduces the bank’s cost of funding at the expense of a greater liability for the bank’s deposit insurer.

本文建立了一个简单的模型来分析银行未投保储户使用社交媒体的影响。虽然社交媒体会增加银行挤兑的可能性,但它可以通过提高股东权益而事先给银行带来好处。社交媒体加强了对银行财务状况的监控,从而为未投保储户提供了一个宝贵的选择,即在银行可能破产的情况下提前取款,避免潜在损失。由于认识到这一选择,未投保的储户需要较低的承诺利率,以降低银行的融资成本,但银行的存款保险公司则需要承担更大的责任。
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引用次数: 0
Group lending as a mechanism for self-insuring default risk 作为违约风险自我保险机制的集体贷款
IF 1 Q4 BUSINESS, FINANCE Pub Date : 2024-07-28 DOI: 10.1007/s10436-024-00447-4
Andreas Krause

We show that banks can provide loans at low costs to high-risk borrowers in the form of a group lending contract in which all members are jointly liable for their loans. By providing such contracts borrowers self-insure against some of the default risk the bank faces. We determine the optimal group size in a competitive banking system and find that it is reasonably small and borrowers internalize an increasing fraction of the risk the higher their risks are.

我们的研究表明,银行可以以集体贷款合同的形式向高风险借款人提供低成本贷款,在这种合同中,所有成员对其贷款承担连带责任。通过提供这种合同,借款人可以对银行面临的部分违约风险进行自我保险。我们确定了竞争性银行体系中的最佳集团规模,并发现该规模相当小,而且借款人的风险越高,其内部化的风险就越大。
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引用次数: 0
Why do banks require minimum balance to avoid a fee? 为什么银行要求最低余额才能免收手续费?
IF 0.8 Q4 BUSINESS, FINANCE Pub Date : 2024-07-05 DOI: 10.1007/s10436-024-00449-2
Oz Shy

Large banks in the United States waive their monthly account fee if depositors maintain above a certain minimum balance in their account. This article analyzes the conditions under which banks benefit from applying this pricing strategy. I find that the minimum balance strategy is profitable when banks possess only moderate market power. In contrast, under strong market power, this strategy is less profitable than charging monthly fees to all depositors regardless of their deposit amount. Common ownership of banks reduces the gains from the minimum balance pricing strategy. Interest rate competition together with fee competition eliminate these gains.

如果储户的账户余额超过一定的最低限额,美国的大型银行就会免收账户月费。本文分析了银行在何种情况下可以从这种定价策略中获益。我发现,当银行只拥有中等市场力量时,最低余额策略是有利可图的。相反,在市场力量强大的情况下,这种策略的盈利性要低于向所有储户收取月费,而不论其存款金额多少。银行的共同所有权降低了最低余额定价策略的收益。利率竞争加上收费竞争会消除这些收益。
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引用次数: 0
Science or scientism? On the momentum illusion 科学还是科学主义?关于动力幻觉
IF 0.8 Q4 BUSINESS, FINANCE Pub Date : 2024-07-02 DOI: 10.1007/s10436-024-00446-5
Klaus Grobys

This study explores the risk of the traditional momentum strategy in terms of its realized variance using various data frequencies. It is shown that momentum risk is infinite regardless of the data frequency, implying that (a) t-statistics for this strategy do not exist, (b) correlation-based metrics such as Sharpe ratios do not exist either, and (c) the momentum premium is not observable in reality. It is further shown that the time-honored lognormal distribution is unable to accurately model extreme events observed at various variance data frequencies. Finally, it is shown that the well-known effect of time aggregation does not work for this investment vehicle. Hence, the study is forced to conclude that momentum stories have no valid foundation for their claims.

本研究利用各种数据频率,从已实现方差的角度探讨了传统动量策略的风险。研究表明,无论数据频率如何,动量风险都是无限的,这意味着:(a) 该策略的 t 统计量不存在;(b) 基于相关性的指标(如夏普比率)也不存在;(c) 现实中无法观察到动量溢价。研究进一步表明,历史悠久的对数正态分布无法准确模拟在各种方差数据频率下观察到的极端事件。最后,研究表明,众所周知的时间聚合效应对这种投资工具不起作用。因此,本研究不得不得出结论,动量故事的说法没有有效的依据。
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引用次数: 0
Option pricing in a sentiment-biased stochastic volatility model 基于情绪的随机波动模型中的期权定价
IF 1 Q4 BUSINESS, FINANCE Pub Date : 2024-06-22 DOI: 10.1007/s10436-024-00448-3
Alessandra Cretarola, Gianna Figà-Talamanca, Marco Patacca

This paper presents a Markov-modulated stochastic volatility model that captures the dependency of market regimes on investor sentiment. The main contribution lies in developing a modified version of the classical Heston model by allowing for a sentiment-driven bias in the volatility of the asset. Specifically, a two-factor Markov-modulated stochastic volatility model is proposed, integrating a diffusion coefficient in the risky asset dynamics and a correlation parameter influenced by both the volatility process and a continuous-time Markov chain accounting for the sentiment-bias. Diverging from conventional approaches in option pricing models, this framework operates under the real-world probability measure, necessitating considerations about the existence of an equivalent martingale pricing measure. The purpose of this paper is to derive a closed formula for the pricing of European-style derivatives and to fit the model on market data through a suitable calibration procedure. A comparison with the Heston benchmark model is provided for a sample of Apple, Amazon, and Bank of America stock options.

本文提出了一个马尔可夫调制随机波动率模型,该模型可以捕捉市场制度对投资者情绪的依赖性。其主要贡献在于通过允许资产波动中的情绪驱动偏差,开发了经典赫斯顿模型的修正版。具体来说,我们提出了一个双因素马尔可夫调制随机波动率模型,在风险资产动态中整合了一个扩散系数,以及一个受波动率过程和连续时间马尔可夫链影响的相关参数,该连续时间马尔可夫链考虑了情绪偏差。与期权定价模型的传统方法不同,这一框架是在现实世界的概率度量下运行的,因此需要考虑是否存在等效的马氏定价度量。本文旨在推导出欧式衍生品定价的封闭公式,并通过适当的校准程序将模型拟合到市场数据上。本文提供了苹果、亚马逊和美国银行股票期权样本与赫斯顿基准模型的比较。
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引用次数: 0
期刊
Annals of Finance
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