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The life care annuity: enhancing product features and refining pricing methods 终身护理年金:增强产品功能和完善定价方法
IF 1.1 Q3 SOCIAL SCIENCES, MATHEMATICAL METHODS Pub Date : 2024-07-10 DOI: 10.1007/s10203-024-00467-9
Giovanna Apicella, Marcellino Gaudenzi, Andrea Molent

The state-of-the-art proposes life care annuities, that have been recently designed as variable annuity contracts with Long-Term Care payouts and Guaranteed Lifelong Withdrawal Benefits. In this paper, we propose more general features for these insurance products and refine their pricing methods. We name our proposed product “GLWB-LTC”. In particular, as to the product features, we allow dynamic withdrawal strategies, including the surrender option. Furthermore, we consider stochastic interest rates, described by a Cox–Ingersoll–Ross process. As to the numerical methods, we solve the stochastic control problem involved by the selection of the optimal withdrawal strategy through a robust tree method, which outperforms the Monte Carlo approach. We name this method “Tree-LTC”, and we use it to estimate the fair price of the product, as some relevant parameters vary, such as, for instance, the entry age of the policyholder. Furthermore, our numerical results show how the optimal withdrawal strategy varies over time with the health status of the policyholder. Our findings stress the important advantage of flexible withdrawal strategies in relation to insurance policies offering protection from health risks. Indeed, the policyholder is given more choice about how much to save for protection from the possible disability states at future times.

最先进的技术提出了人寿护理年金,这种年金最近被设计为具有长期护理赔付和保证终身提取利益的变额年金合同。在本文中,我们将为这些保险产品提出更普遍的特征,并完善其定价方法。我们将建议的产品命名为 "GLWB-LTC"。特别是在产品特征方面,我们允许动态提取策略,包括退保选择。此外,我们还考虑了由 Cox-Ingersoll-Ross 过程描述的随机利率。至于数值方法,我们通过一种稳健的树形方法来解决最优提取策略选择所涉及的随机控制问题,这种方法优于蒙特卡罗方法。我们将这种方法命名为 "树状长效取款法",并用它来估算产品的合理价格,因为一些相关参数会发生变化,例如投保人的初始年龄。此外,我们的计算结果还显示了最佳退出策略是如何随着投保人健康状况的变化而变化的。我们的研究结果强调了灵活的退出策略对于提供健康风险保障的保单的重要优势。事实上,投保人有更多的选择权来决定储蓄多少钱,以应对未来可能出现的残疾状态。
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引用次数: 0
Some Skorohod-type results 一些斯科罗霍德式的结果
IF 1.1 Q3 SOCIAL SCIENCES, MATHEMATICAL METHODS Pub Date : 2024-07-01 DOI: 10.1007/s10203-024-00466-w
Luca Pratelli, Pietro Rigo

Let S be a metric space, (g:Srightarrow mathbb {R}) a Borel function, and ((mu _n:nge 0)) a sequence of tight probability measures on (mathcal {B}(S)). If (mu _n=mu _0) on (sigma (g)), there are S-valued random variables (X_n), all defined on the same probability space, such that (X_nsim mu _n) and (g(X_n)=g(X_0)) for all (nge 0). Moreover, (X_noverset{a.s.}{longrightarrow }X_0) if and only if (E_{mu _n}(fmid g),overset{mu _0-a.s.}{longrightarrow },E_{mu _0}(fmid g)) for each (fin C_b(S)). This result, proved in Pratelli and Rigo (J Theoret Probab 36:372-389, 2023) , is the starting point of this paper. Three types of contributions are provided. First, (sigma (g)) is replaced by an arbitrary sub-(sigma )-field (mathcal {G}subset mathcal {B}(S)). Second, the result is applied to some specific frameworks, including equivalence couplings, total variation distances, and the decomposition of cadlag processes with finhite activity. Third, following Hansen et al. (Tempered Bayesian analysis, Unpublished manuscript, 2024), the result is extended to models and kernels. This extension has a fairly natural interpretation in terms of decision theory, mass transportation and statistics.

让S是一个度量空间,(g:Srightarrow mathbb {R})是一个Borel函数,(((mu _n:nge 0))是一个在(mathcal {B}(S)) 上的紧概率度量序列。如果在(sigma (g))上有(mu _n=mu _0),那么有S值随机变量(X_n),都定义在同一个概率空间上,使得(X_nsim mu _n)和(g(X_n)=g(X_0))对于所有(nge 0)。此外,如果并且只有当 (E_{mu _n}(fmid g),overset{mu _0-a.s.}{longrightarrow },E_{mu _0}(fmid g))对于每个 (fin C_b(S)) 时,(X_noverset{a.s.}{longrightarrow }X_0) 才是。这一结果在 Pratelli 和 Rigo (J Theoret Probab 36:372-389, 2023) 中得到证明,是本文的出发点。本文提供了三类贡献。首先,(sigma (g)) 被任意子(sigma )-场(mathcal {G}subset mathcal {B}(S)) 所取代。其次,这一结果被应用于一些特定的框架,包括等效耦合、总变异距离以及具有有限活动的卡德拉格过程的分解。第三,按照汉森等人(简化贝叶斯分析,未发表手稿,2024 年),结果扩展到模型和核。这一扩展在决策理论、大规模运输和统计学方面有着相当自然的解释。
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引用次数: 0
Optimal portfolios with anticipating information on the stochastic interest rate 具有随机利率预期信息的最优投资组合
IF 1.1 Q3 SOCIAL SCIENCES, MATHEMATICAL METHODS Pub Date : 2024-06-28 DOI: 10.1007/s10203-024-00463-z
Bernardo D’Auria, José A. Salmeron

By employing the technique of enlargement of filtrations, we demonstrate how to incorporate information about the future trend of the stochastic interest rate process into a financial model. By modeling the interest rate as an affine diffusion process, we obtain explicit formulas for the additional expected logarithmic utility in solving the optimal portfolio problem. We begin by solving the problem when the additional information directly refers to the interest rate process, and then extend the analysis to the case where the information relates to the values of an underlying Markov chain. The dynamics of this chain may depend on anticipated market information, jump at predefined epochs, and modulate the parameters of the stochastic interest rate process. The theoretical study is then complemented by an illustrative numerical analysis.

通过使用放大过滤技术,我们展示了如何将随机利率过程的未来趋势信息纳入金融模型。通过将利率建模为仿射扩散过程,我们得到了求解最优投资组合问题时额外预期对数效用的明确公式。我们首先解决附加信息直接涉及利率过程时的问题,然后将分析扩展到信息涉及底层马尔可夫链值的情况。该链的动态可能取决于预期的市场信息,在预定的时间点跳变,并调节随机利率过程的参数。理论研究随后辅以说明性的数值分析。
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引用次数: 0
Representation of stochastic optimal control problems with delay in the control variable 具有控制变量延迟的随机最优控制问题的表示方法
IF 1.1 Q3 SOCIAL SCIENCES, MATHEMATICAL METHODS Pub Date : 2024-06-25 DOI: 10.1007/s10203-024-00465-x
Cristina Di Girolami, Mauro Rosestolato

In this manuscript we provide a representation in infinite dimension for stochastic optimal control problems with delay in the control variable. The main novelty consists in the fact that the representation can be applied also to dynamics where the delay in the control appears as a nonlinear term and in the diffusion coefficient. We then apply the representation to a LQ case where an explicit solution can be found.

在本手稿中,我们为控制变量存在延迟的随机最优控制问题提供了一种无限维表示法。其主要创新之处在于,该表示法也可应用于控制延迟作为非线性项和扩散系数出现的动力学问题。然后,我们将该表示法应用于可以找到显式解的 LQ 情况。
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引用次数: 0
From Samuelson’s multiplier-accelerator to bifurcations and chaos in economic dynamics 从萨缪尔森的乘数-加速器到经济动力学中的分岔和混沌
IF 1.1 Q3 SOCIAL SCIENCES, MATHEMATICAL METHODS Pub Date : 2024-06-24 DOI: 10.1007/s10203-024-00462-0
Gian Italo Bischi

This piece in the series of Milestones starts from the short, clear and highly cited paper by Samuelson (Rev Econ Stat 21(2):75–78, 1939) entitled “Interactions between the Multiplier Analysis and the Principle of Acceleration”, in which the author proposes a linear dynamic model obtained by combining the Keynesian multiplier and the principle of acceleration, together with a proper structure of time lags. Although very simple, it generated a rich and interesting literature as it provides some answers to the question of endogenous business cycles. Moreover, it raises the question of sensitivity with respect to small variations of the model’s parameters, thus sparking the attention of economists and social scientists toward studies on the qualitative theory of non-linear dynamical systems, and the related work on deterministic chaos and bifurcations which appeared between the 1960 s and 1970 s, such as the paper by Lorenz (J Atmos Sci 20:130–141, 1963) in the Journal of Atmospheric Sciences or the one by May (Nature 26:459–467, 1976) in Nature, thereby stimulating an interdisciplinary mathematical approach to dynamic complexity in physics, biology and social sciences.

这篇《里程碑》系列文章的起点是萨缪尔森(Rev Econ Stat 21(2):75-78,1939 年)发表的题为 "乘数分析与加速原理之间的相互作用 "的短文,作者在文中提出了一个线性动态模型,该模型结合了凯恩斯主义乘数和加速原理以及适当的时滞结构。该模型虽然非常简单,但却产生了丰富而有趣的文献,因为它为内生商业周期问题提供了一些答案。此外,它还提出了对模型参数微小变化的敏感性问题,从而引发了经济学家和社会科学家对非线性动态系统定性理论研究的关注,以及对 20 世纪 60 年代至 70 年代出现的确定性混沌和分岔的相关研究,如洛伦兹(J Atmos Sci 20:大气科学杂志》上发表的洛伦兹的论文(J Atmos Sci 20: 130-141, 1963)或《自然》杂志上发表的梅的论文(Nature 26:459-467, 1976),从而促进了物理学、生物学和社会科学领域对动态复杂性的跨学科数学研究。
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引用次数: 0
Exponential expansions for approximation of probability distributions 用于近似概率分布的指数扩展
IF 1.1 Q3 SOCIAL SCIENCES, MATHEMATICAL METHODS Pub Date : 2024-06-10 DOI: 10.1007/s10203-024-00460-2
Anna Maria Gambaro

This work analyses expansions of exponential form for approximating probability density functions, through the utilization of diverse orthogonal polynomial bases. Notably, exponential expansions ensure the maintenance of positive probabilities regardless of the degree of skewness and kurtosis inherent in the true density function. In particular, we introduce novel findings concerning the convergence of this series towards the true density function, employing mathematical tools of functional statistics. In particular, we show that the exponential expansion is a Fourier series of the true probability with respect to a given orthonormal basis of the so called Bayesian Hilbert space. Furthermore, we present a numerical technique for estimating the coefficients of the expansion, based on the first n exact moments of the corresponding true distribution. Finally, we provide numerical examples that effectively demonstrate the efficiency and straightforward implementability of our proposed approach.

这项研究分析了通过利用各种正交多项式基来逼近概率密度函数的指数形式展开。值得注意的是,无论真实密度函数的偏度和峰度如何,指数展开都能确保维持正概率。特别是,我们利用函数统计的数学工具,介绍了有关该序列向真实密度函数收敛的新发现。特别是,我们证明了指数展开是真实概率的傅里叶级数,与所谓贝叶斯希尔伯特空间的给定正交基有关。此外,我们还介绍了一种基于相应真实分布的前 n 个精确矩来估计扩展系数的数值技术。最后,我们提供了一些数值示例,有效地证明了我们提出的方法的高效性和直接可实施性。
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引用次数: 0
Stochastic optimal control problems with delays in the state and in the control via viscosity solutions and applications to optimal advertising and optimal investment problems 通过粘性解法解决状态和控制中存在延迟的随机最优控制问题,并将其应用于最优广告和最优投资问题
IF 1.1 Q3 SOCIAL SCIENCES, MATHEMATICAL METHODS Pub Date : 2024-06-07 DOI: 10.1007/s10203-024-00456-y
Filippo de Feo

In this manuscript we consider optimal control problems of stochastic differential equations with delays in the state and in the control. First, we prove an equivalent Markovian reformulation on Hilbert spaces of the state equation. Then, using the dynamic programming approach for infinite-dimensional systems, we prove that the value function is the unique viscosity solution of the infinite-dimensional Hamilton-Jacobi-Bellman equation. We apply these results to problems coming from economics: stochastic optimal advertising problems and stochastic optimal investment problems with time-to-build.

在本手稿中,我们考虑的是状态和控制均有延迟的随机微分方程的最优控制问题。首先,我们证明了状态方程在希尔伯特空间上的等效马尔可夫重述。然后,利用无穷维系统的动态编程方法,我们证明了值函数是无穷维汉密尔顿-雅各比-贝尔曼方程的唯一粘性解。我们将这些结果应用于经济学问题:随机最优广告问题和有建设时间的随机最优投资问题。
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引用次数: 0
Mortality models ensemble via Shapley value 通过夏普利值组合死亡率模型
IF 1.1 Q3 SOCIAL SCIENCES, MATHEMATICAL METHODS Pub Date : 2024-05-31 DOI: 10.1007/s10203-024-00455-z
Giovanna Bimonte, Maria Russolillo, Han Lin Shang, Yang Yang

Model averaging techniques in the actuarial literature aim to forecast future longevity appropriately by combining forecasts derived from various models. This approach often yields more accurate predictions than those generated by a single model. The key to enhancing forecast accuracy through model averaging lies in identifying the optimal weights from a finite sample. Utilizing sub-optimal weights in computations may adversely impact the accuracy of the model-averaged longevity forecasts. By proposing a game-theoretic approach employing Shapley values for weight selection, our study clarifies the distinct impact of each model on the collective predictive outcome. This analysis not only delineates the importance of each model in decision-making processes, but also provides insight into their contribution to the overall predictive performance of the ensemble.

精算文献中的模型平均技术旨在通过综合各种模型得出的预测结果来适当预测未来的寿命。这种方法通常比单一模型得出的预测更准确。通过模型平均法提高预测准确性的关键在于从有限样本中找出最佳权重。在计算中使用次优权重可能会对模型平均长寿预测的准确性产生不利影响。我们的研究提出了一种博弈论方法,利用沙普利值进行权重选择,从而明确了每个模型对集体预测结果的不同影响。这项分析不仅确定了每个模型在决策过程中的重要性,还深入分析了它们对集合整体预测性能的贡献。
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引用次数: 0
Optimality conditions for differentiable linearly constrained pseudoconvex programs 可微分线性约束伪凸程序的最优条件
IF 1.1 Q3 SOCIAL SCIENCES, MATHEMATICAL METHODS Pub Date : 2024-05-28 DOI: 10.1007/s10203-024-00454-0
Riccardo Cambini, Rossana Riccardi

The aim of this paper is to study optimality conditions for differentiable linearly constrained pseudoconvex programs. The stated results are based on new transversality conditions which can be used instead of complementarity ones. Necessary and sufficient optimality conditions are stated under suitable generalized convexity properties. Moreover, two different pairs of dual problems are proposed and weak and strong duality results proved. Finally, it is shown how transversality conditions can be applied to characterize optimality of convex quadratic problems and to efficiently solve a particular class of Max-Min problems

本文旨在研究可微分线性约束伪凸程序的最优性条件。所述结果基于新的横向性条件,可以用来代替互补性条件。在适当的广义凸性属性下,阐述了必要和充分的最优性条件。此外,还提出了两对不同的对偶问题,并证明了弱对偶和强对偶结果。最后,说明了如何应用横向性条件来描述凸二次问题的最优性,以及如何有效地解决一类特殊的最大最小问题。
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引用次数: 0
Optimal strategies for the decumulation of retirement savings under differing appetites for liquidity and investment risks 在对流动性和投资风险有不同偏好的情况下退休储蓄清算的最佳策略
IF 1.1 Q3 SOCIAL SCIENCES, MATHEMATICAL METHODS Pub Date : 2024-05-25 DOI: 10.1007/s10203-024-00448-y
Benjamin Avanzi, Lewis De Felice

A retiree’s appetite for risk is a common input into the lifetime utility models that are traditionally used to find optimal strategies for the decumulation of retirement savings. In this work, we consider a retiree with potentially differing appetites for the key financial risks of decumulation: liquidity risk and investment risk. We set out to determine whether these differing risk appetites have a significant impact on the retiree’s optimal choice of decumulation strategy. To do so, we design and implement a framework which selects the optimal decumulation strategy from a general set of admissible strategies in line with a retiree’s goals, and under differing appetites for the key risks of decumulation. Overall, we find significant evidence to suggest that a retiree’s differing appetites for different decumulation risks will impact their optimal choice of strategy at retirement. Through an illustrative example calibrated to the Australian context, we find results which are consistent with actual behaviours in this jurisdiction (in particular, a shallow market for annuities), which lends support to our framework and may provide some new insight into the so-called annuity puzzle.

退休人员对风险的偏好是终生效用模型中的一个常见输入因素,该模型传统上用于寻找退休储蓄的最佳清算策略。在这项工作中,我们考虑到退休人员对退休储蓄的主要金融风险--流动性风险和投资风险--可能有不同的偏好。我们的目的是确定这些不同的风险偏好是否会对退休人员的最优退休策略选择产生重大影响。为此,我们设计并实施了一个框架,该框架可根据退休人员的目标,并在不同的养老金主要风险偏好下,从一般的可接受策略中选择最优的养老金缩减策略。总之,我们发现有重要证据表明,退休人员对不同的退休风险的不同偏好会影响他们在退休时对策略的最优选择。通过一个根据澳大利亚国情进行校准的示例,我们发现结果与该司法管辖区的实际行为(尤其是浅层年金市场)相一致,这为我们的框架提供了支持,并可能为所谓的年金之谜提供一些新的见解。
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引用次数: 0
期刊
Decisions in Economics and Finance
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