Mathematical Challenges in Financial Risk Analysis

金融风险分析中的数学挑战

基本信息

  • 批准号:
    RGPIN-2018-05880
  • 负责人:
  • 金额:
    $ 1.17万
  • 依托单位:
  • 依托单位国家:
    加拿大
  • 项目类别:
    Discovery Grants Program - Individual
  • 财政年份:
    2019
  • 资助国家:
    加拿大
  • 起止时间:
    2019-01-01 至 2020-12-31
  • 项目状态:
    已结题

项目摘要

My research project consists of the conception of various risks, the measurement, the analysis, and the management of financial risks under unexpected circumstances. Mathematical modeling, analyzing, computing (simulations) approaches are required to solve the exciting and challenging research problems proposed in the application. ******In the current generation of data-rich environment, high-frequency trading algorithms and advanced learning techniques in financial markets become important issues. As a relatively new phenomenon, much of the discussion is not backed by solid academic research. They operate and improve market quality in usual times, but may stop operating and thus cause the prices to disappear (or clearly unreasonable traded prices) in extreme circumstances. Market stability also relates to the issue of liquidity risk in financial markets. At the time of stress, the high-frequency trading stops providing liquidity and becomes the demander of liquidity, the provision of liquidity seriously deteriorates, which can cause substantial volatility. This is explained by the fact that market participants react to immediate information, in other words, that noise creates noise. ******Both the models and the people who use them are lacking the ability to articulate the risk of the underlying and that related to the actual market. Models become more sophisticated, but the same logic has persisted. Today, it is crucial to develop new tools (and train professionals) for risk analysis, by reworking on the determination of the exposure to risk. It is more important than ever to explore new research approaches for facing current challenges, and this proposal reflects a big part of this new trend.
本课题的研究内容包括各种风险的概念、计量、分析以及突发情况下的财务风险管理。数学建模,分析,计算(模拟)的方法来解决应用中提出的令人兴奋和具有挑战性的研究问题。** 在当前这一代数据丰富的环境中,金融市场中的高频交易算法和高级学习技术成为重要问题。作为一个相对较新的现象,许多讨论都没有坚实的学术研究支持。它们在平时运作并改善市场质量,但在极端情况下可能停止运作,从而导致价格消失(或明显不合理的交易价格)。市场稳定还涉及金融市场的流动性风险问题。在压力时刻,高频交易停止提供流动性,成为流动性的需求者,流动性的提供严重恶化,这会引起大幅波动。市场参与者会对即时信息做出反应,换句话说,噪音会产生噪音。****** 模型和使用它们的人都缺乏阐明基础风险和与实际市场相关的风险的能力。模型变得更加复杂,但同样的逻辑仍然存在。今天,通过重新确定风险暴露,开发新的风险分析工具(并培训专业人员)至关重要。探索新的研究方法以应对当前的挑战比以往任何时候都更加重要,而这一提议反映了这一新趋势的很大一部分。

项目成果

期刊论文数量(0)
专著数量(0)
科研奖励数量(0)
会议论文数量(0)
专利数量(0)

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Ku, Hyejin其他文献

Option pricing for a large trader with price impact and liquidity costs
IS CHINA'S POLLUTION THE CULPRIT FOR THE CHOKING OF SOUTH KOREA? EVIDENCE FROM THE ASIAN DUST
  • DOI:
    10.1093/ej/uez021
  • 发表时间:
    2019-11-01
  • 期刊:
  • 影响因子:
    3.2
  • 作者:
    Jia, Ruixue;Ku, Hyejin
  • 通讯作者:
    Ku, Hyejin
Utilizing historical data for corporate credit rating assessment
  • DOI:
    10.1016/j.eswa.2020.113925
  • 发表时间:
    2021-03-01
  • 期刊:
  • 影响因子:
    8.5
  • 作者:
    Wang, Mingfu;Ku, Hyejin
  • 通讯作者:
    Ku, Hyejin
Coherent multiperiod risk adjusted values and Bellman's principle
  • DOI:
    10.1007/s10479-006-0132-6
  • 发表时间:
    2007-01-01
  • 期刊:
  • 影响因子:
    4.8
  • 作者:
    Artzner, Philippe;Delbaen, Freddy;Ku, Hyejin
  • 通讯作者:
    Ku, Hyejin
Use of a Distance Measure for the Comparison of Unit Hydrographs: Application to the Stream Gauge Network Optimization
  • DOI:
    10.1061/(asce)he.1943-5584.0000393
  • 发表时间:
    2011-11-01
  • 期刊:
  • 影响因子:
    2.4
  • 作者:
    Yoo, Chulsang;Ku, Hyejin;Kim, Keewook
  • 通讯作者:
    Kim, Keewook

Ku, Hyejin的其他文献

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{{ truncateString('Ku, Hyejin', 18)}}的其他基金

Mathematical Challenges in Financial Risk Analysis
金融风险分析中的数学挑战
  • 批准号:
    RGPIN-2018-05880
  • 财政年份:
    2022
  • 资助金额:
    $ 1.17万
  • 项目类别:
    Discovery Grants Program - Individual
Mathematical Challenges in Financial Risk Analysis
金融风险分析中的数学挑战
  • 批准号:
    RGPIN-2018-05880
  • 财政年份:
    2021
  • 资助金额:
    $ 1.17万
  • 项目类别:
    Discovery Grants Program - Individual
Mathematical Challenges in Financial Risk Analysis
金融风险分析中的数学挑战
  • 批准号:
    RGPIN-2018-05880
  • 财政年份:
    2020
  • 资助金额:
    $ 1.17万
  • 项目类别:
    Discovery Grants Program - Individual
Mathematical Challenges in Financial Risk Analysis
金融风险分析中的数学挑战
  • 批准号:
    RGPIN-2018-05880
  • 财政年份:
    2018
  • 资助金额:
    $ 1.17万
  • 项目类别:
    Discovery Grants Program - Individual
Stochastic Methods in Finance
金融中的随机方法
  • 批准号:
    293274-2013
  • 财政年份:
    2017
  • 资助金额:
    $ 1.17万
  • 项目类别:
    Discovery Grants Program - Individual
Stochastic Methods in Finance
金融中的随机方法
  • 批准号:
    293274-2013
  • 财政年份:
    2015
  • 资助金额:
    $ 1.17万
  • 项目类别:
    Discovery Grants Program - Individual
Stochastic Methods in Finance
金融中的随机方法
  • 批准号:
    293274-2013
  • 财政年份:
    2014
  • 资助金额:
    $ 1.17万
  • 项目类别:
    Discovery Grants Program - Individual
Stochastic Methods in Finance
金融中的随机方法
  • 批准号:
    293274-2013
  • 财政年份:
    2013
  • 资助金额:
    $ 1.17万
  • 项目类别:
    Discovery Grants Program - Individual
Measures of financial risk and derivative pricing
金融风险和衍生品定价的衡量标准
  • 批准号:
    293274-2007
  • 财政年份:
    2011
  • 资助金额:
    $ 1.17万
  • 项目类别:
    Discovery Grants Program - Individual
Measures of financial risk and derivative pricing
金融风险和衍生品定价的衡量标准
  • 批准号:
    293274-2007
  • 财政年份:
    2010
  • 资助金额:
    $ 1.17万
  • 项目类别:
    Discovery Grants Program - Individual

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Mathematical Challenges in Financial Risk Analysis
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  • 财政年份:
    2022
  • 资助金额:
    $ 1.17万
  • 项目类别:
    Discovery Grants Program - Individual
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  • 批准号:
    2597442
  • 财政年份:
    2021
  • 资助金额:
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  • 项目类别:
    Studentship
Mathematical Challenges in Financial Risk Analysis
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  • 批准号:
    RGPIN-2018-05880
  • 财政年份:
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应对重大挑战的管理见解:金融投资行业气候相关金融风险案例
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  • 财政年份:
    2020
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    $ 1.17万
  • 项目类别:
    Fellowship
Mathematical Challenges in Financial Risk Analysis
金融风险分析中的数学挑战
  • 批准号:
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  • 财政年份:
    2020
  • 资助金额:
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    Discovery Grants Program - Individual
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金融风险分析中的数学挑战
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    RGPIN-2018-05880
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    $ 1.17万
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全球经济环境变化中东亚宏观经济和金融稳定面临的挑战
  • 批准号:
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  • 财政年份:
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