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Essays on derivatives pricing in incomplete financial markets.

机译:不完整金融市场中衍生品定价的论文。

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摘要

This dissertation is a contribution to the valuation and risk management of derivative securities in incomplete financial markets. It consists of two parts dedicated to two distinct valuation methodologies.;In the first part, we develop a valuation approach based on equilibrium arguments from the perspective of option market makers and financial intermediaries. This approach produces a new pricing concept that we call the competition-based price. We analyze such prices in both a semimartingale and a diffusion setting. The emerging pricing measure is characterized as the minimal entropy martingale measure (MEMM) with respect to a new prior . This new prior depends on the aggregate demand and inventory of the derivatives and is characterized as an Esscher transform of the historical measure. In a diffusion setting, the pricing measure is explicitly constructed. We show that the competitive price of a derivative is an increasing function of the demand of any derivative in the market. The increasing rate is proportional to the covariance between the unhedgeable parts of the associated derivative payoffs, calculated under the competition-based pricing measure. This result may contribute to the resolution of some of the well known option-pricing puzzles. We further compare our approach to existing pricing methodologies, such as the marginal-utility pricing and indifference valuation. In addition, we apply our approach to price a family of volatility derivatives. We develop numerical schemes based on Monte Carlo simulations for a Heston-type stochastic volatility model.;In the second part, we apply the well established indifference approach to value options with staging structure and sequential decisions, such as installment options and venture capital contracts. In a diffusion setting, we analyze the underlying stochastic optimization problems via the associated HJB equations. We deduce a quasilinear PDE for the indifference price and analyze it probabilistically. We obtain an explicit pricing formula under appropriate market restrictions and characterize the indifference price as a nonlinear expectation under the MEMM. The associated hedging and risk monitoring strategies are investigated. We further develop numerical schemes based on regression techniques to value the ASX Installments and the staged financing of venture capital. Moreover, a foresighted valuation framework is introduced to incorporate the investors' private information into their valuation and hedging strategies. Such information may include both their ex-ante risk exposure and ex-post investment opportunities. Finally, we adopt the recently developed dynamic performance criteria to price volatility derivatives. We develop numerical schemes for the computation of the forward and backward indifference prices in models of Heston and reciprocal-Heston type.
机译:本文为不完全金融市场中衍生证券的估值和风险管理做出了贡献。它由两个部分组成,分别致力于两种不同的估值方法。在第一部分中,我们从期权做市商和金融中介机构的角度基于均衡论证开发了一种估值方法。这种方法产生了一个新的定价概念,我们称之为基于竞争的价格。我们在半市场和扩散环境中分析了此类价格。新兴定价措施的特征是相对于新先验的最小熵mar度量(MEMM)。这个新的先验取决于总需求和衍生产品的存货,并且被表征为历史测度的埃舍尔变换。在扩散设置中,显式构造了定价度量。我们表明,衍生产品的竞争价格是市场上任何衍生产品需求的增长函数。增长率与基于竞争的定价方法计算出的相关衍生产品收益的不可套期部分之间的协方差成比例。这一结果可能有助于解决一些众所周知的期权定价难题。我们将我们的方法与现有定价方法进行了比较,例如边际效用定价和无差异估值。此外,我们运用我们的方法对一系列波动性衍生工具进行定价。我们基于蒙特卡洛模拟为Heston型随机波动率模型开发了数值方案。第二部分,我们将成熟的无差异方法应用于具有阶段结构和顺序决策的价值期权,例如分期付款期权和风险投资合同。在扩散设置中,我们通过关联的HJB方程分析潜在的随机优化问题。我们为无差异价格推导了一个准线性PDE,并对其进行了概率分析。我们在适当的市场限制下获得了明确的定价公式,并将无差异价格的特征描述为MEMM下的非线性期望。研究了相关的对冲和风险监控策略。我们将基于回归技术进一步开发数值方案,以评估ASX分期付款和风险资本的分阶段融资。此外,引入了有远见的估值框架,将投资者的私人信息纳入其估值和对冲策略。这些信息可能包括其事前风险敞口和事后投资机会。最后,我们将最近开发的动态绩效标准用于价格波动导数。我们在Heston和倒数Heston类型的模型中开发了用于计算前后无差异价格的数值方案。

著录项

  • 作者

    Su, Qimou.;

  • 作者单位

    The University of Texas at Austin.;

  • 授予单位 The University of Texas at Austin.;
  • 学科 Mathematics.;Economics Finance.;Operations Research.
  • 学位 Ph.D.
  • 年度 2007
  • 页码 195 p.
  • 总页数 195
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 数学;财政、金融;运筹学;
  • 关键词

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