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Optimal timing for financial and economic decisions under adverse and stressful conditions

Optimal timing for financial and economic decisions under adverse and stressful conditions
在不利和压力条件下做出金融和经济决策的最佳时机
批准号:
EP/P017193/1
负责人:
Neofytos Rodosthenous
金额:
$12.9万
依托单位国家:
英国
项目类别:
Research Grant
财政年份:
2017
资助国家:
英国
项目状态:
已结题
起止时间:
2017 至 --

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中文摘要
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英文摘要
Stochastic control theory can be viewed as the mathematical theory of controlling a stochastic process, which models the dynamics of a physical phenomenon, in view of optimising a certain criterion. It has found applications in finance, economics, physics, engineering and biology, which makes any new development in the theory quite important. This proposal will focus on two novel types of problems from the subclasses of optimal stopping theory, where control takes the form of an one-off stopping, and of the theory of stochastic control games. This research will address the timing of decision making by different market perspectives, namely by individuals, businesses, financial institutions and governmental bodies, in the setting of adverse and stressful conditions that have not been mathematically treated before. It will therefore also extend the application span of this well-established theory in the world of finance and economics, as well as attempt to bridge it with social sciences, such as behavioural economics, government policy and macroeconomics. The main objective is that the results of this work will give a review of different market participants' reactions and the impact of their decisions' on the success of their strategies, but also on the general public. In particular, the optimal decision timing when the decision makers have time-restrictions, due to their intolerance of adverse market movements or their impatience when their assets do not perform well for a significant amount of time, will be mathematically formulated and solved as two innovative time-constrained optimal stopping problems. Different optimisation criteria will be considered dealing with a diverse spectrum of financial settings, e.g. intolerance to credit events, closure of trading accounts or redundancy of an asset manager when underperforming, need for an early liquidation, compulsory exit from a non-sustainable project or voluntary abandonment of a low-performing one. In addition, different stochastic processes will be used to model the evolution of asset values, e.g. (continuous) diffusion models, or Levy models with jumps. Finally, this proposal will study a game of controlling the government's debt-to-GDP ratio between the government itself and its bond holders, whose actions affect the level (singular control) and its dynamics (classical control), respectively. The government aims to control its debt-to-GDP ratio in view of minimising derived costs, while it also needs to consider the adverse behaviour of the holders of government bonds, who trade them to optimise their individual criterion. Mathematically, this translates to a non-zero-sum game of classical-singular stochastic control, a novel setting in the existing literature. This governmental task is important both for the government itself, which wants to prevent the direct multiple unpleasant consequences of a high debt-to-GDP ratio, and for the country's citizens, whose lives are indirectly affected in an economically negative way. In modern finance, this work may also find applications in controlling a company's share price, portfolio's value, or company's debt-to-equity ratio, only to name a few.
期刊论文(6)
专著(0)
科研奖励(0)
会议论文
When to sell an asset amid anxiety about drawdowns
在担心回撤的情况下何时出售资产
DOI: 10.1111/mafi.12278
发表时间: 2020
期刊: Mathematical Finance
影响因子: 1.6
作者: [Rodosthenous N]
通讯作者: Rodosthenous N
Optimal Control of Debt-to-GDP Ratio in an N-state Regime Switching Economy
N态政权转换经济中债务占GDP比率的最优控制
DOI: 10.48550/arxiv.1808.01499
发表时间: 2018
期刊:
影响因子: --
作者: [Ferrari G]
通讯作者: Ferrari G
Beating the omega clock: An optimal stopping problem with random time-horizon under spectrally negative Lévy models
击败欧米茄时钟:谱负 Lévy 模型下随机时间范围的最优停止问题
DOI: --
发表时间: 2018
期刊: The Annals of Applied Probability
影响因子: --
作者: [Rodosthenous N]
通讯作者: Rodosthenous N
Discretionary stopping of stochastic differential equations with generalised drift
具有广义漂移的随机微分方程的任意停止
DOI: 10.1214/19-ejp377
发表时间: 2019
期刊: Electronic Journal of Probability
影响因子: 1.4
作者: [Zervos M]
通讯作者: Zervos M
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