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基于改进SVM的可转换债券价值分析与套期保值 被引量:2
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作者 沈传河 刘中文 李缨 《系统管理学报》 CSSCI 北大核心 2016年第1期22-27,共6页
针对可转换债券价值影响因素的复杂性,采用改进的样本加权支持向量机(SVM)模型,分析可转换债券价值,并确定套期保值比率。基于指数权重函数,经过改进的支持向量机既考虑了指数权重函数所蕴涵的时间折现意义,又同时兼顾了每个样本在原时... 针对可转换债券价值影响因素的复杂性,采用改进的样本加权支持向量机(SVM)模型,分析可转换债券价值,并确定套期保值比率。基于指数权重函数,经过改进的支持向量机既考虑了指数权重函数所蕴涵的时间折现意义,又同时兼顾了每个样本在原时间序列中的重要性(即所包含的信息量),较好地适应了金融数据非线性、非平稳、高噪声等特性,从而有效处理了可转换债券价值影响因素之间的相互联系。实证分析表明,无论是模型鲁棒性还是套期保值效率,基于改进SVM的可转换债券套期保值方法都优于其他模型。 展开更多
关键词 支持向量机(SVM) 指数权重函数 非线性 价格信息提取 可转换债券套期保值
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Extracting Information on Implied Volatilities and Discrete Dividends From American Option Prices
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作者 Martina Nardon Paolo Pianca 《Journal of Modern Accounting and Auditing》 2013年第1期112-129,共18页
This paper deals with options on assets, such as stocks or indexes, which pay cash dividends. Pricing methods which consider discrete dividends are usually computationally expensive and become infeasible when one cons... This paper deals with options on assets, such as stocks or indexes, which pay cash dividends. Pricing methods which consider discrete dividends are usually computationally expensive and become infeasible when one considers multiple dividends paid during the option lifetime. This is the case of long-term options and options on indexes. The first purpose of this paper is to assess efficient and accurate numerical procedures which yield consistent prices for both European and American options when the underlying asset pays discrete dividends. The authors then analyze some methodologies to extract information on implied volatilities and dividends from quoted option prices. Implied dividends can also be computed using a modified version of the well-known put-call parity relationship. This technique is straightforward, nevertheless, its use is limited to European options, and when dealing with equities, most traded options are of American type. As an alternative, the numerical inversion of pricing methods, such as efficient interpolated binomial method, can be used. This paper applies different procedures to obtain implied volatilities and dividends of listed stocks of the Italian derivatives market (IDEM). 展开更多
关键词 options on stocks discrete dividends lattice methods implied volatilities implied dividends
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