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Path-dependence properties of leveraged exchange-traded funds: Compounding, volatility and option pricing.

机译:杠杆交易ETF的路径依赖特性:复利,波动率和期权定价。

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摘要

This thesis studies leveraged exchange-traded funds (ETF) and options written on them.;In the first part, we give an exact formula linking the price evolution of a leveraged ETF (LETF) with the price of its underlying ETF. We test the formula empirically on historical data for 56 leveraged funds (44 double-leveraged, 12 triple-leveraged) using daily closing prices. The results indicate excellent agreement between the formula and the empirical data. The formula shows that the evolution of the price of an LETF is sensitive to the realized volatility of the underlying product. The relationship between an LETF and its underlying asset is "path-dependent.";The second part of the study focuses on the relations between options on LETFs and options on the underlying ETFs. The main result shows that an option on an LETF can be replicated by a basket of options on the underlying ETF after a suitable choice of strikes and notionals. In particular, we obtain a new, relative-value, model for pricing LETF options. The derivation makes strong use of the path-dependency result of Part I. As a consequence, we derive a simple non-parametric formula which links the volatility skew of an LETF with the volatility skew of the underlying ETF.;We validate the theory empirically by showing that the model prices for options on LETFs are in excellent agreement with actual mid-market prices observed in markets. The empirical study was carried out on two LETFs linked to the S&P 500 index (one double-leveraged, one reverse-double-leveraged). The issue of vega-hedging options on LETFs with options on the underlying ETFs is also examined from this viewpoint.
机译:本文研究了杠杆交易基金(ETF)及其上所写的期权。在第一部分中,我们给出了一个精确的公式,将杠杆ETF(LETF)的价格演变与其基础ETF的价格联系起来。我们使用每日收盘价,对56支杠杆基金(44支双杠杆,12支三支杠杆)的历史数据进行了经验检验。结果表明,公式与经验数据之间具有极好的一致性。该公式表明,LETF的价格变化对基础产品的已实现波动非常敏感。 LETF及其基础资产之间的关系是“路径依赖的”。研究的第二部分重点在于LETF的期权与基础ETF的期权之间的关系。主要结果表明,在适当选择执行价格和概念后,可以通过基础ETF上的一揽子期权来复制LETF的期权。特别是,我们获得了一种新的相对价值模型来对LETF期权定价。该推导充分利用了第一部分的路径相关性结果。因此,我们得出了一个简单的非参数公式,该公式将LETF的波动率偏差与基础ETF的波动率偏差联系在一起。通过显示LETF期权的模型价格与市场中观察到的实际中端市场价格完全一致。对两个与标准普尔500指数挂钩的LETF进行了实证研究(一个双杠杆,一个反向双杠杆)。从这个观点出发,还研究了LETF的vega套期保值期权和相关ETF的期权问题。

著录项

  • 作者

    Zhang, Jian.;

  • 作者单位

    New York University.;

  • 授予单位 New York University.;
  • 学科 Applied Mathematics.;Economics Finance.
  • 学位 Ph.D.
  • 年度 2010
  • 页码 88 p.
  • 总页数 88
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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