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Multifractal volatility : theory, forecasting, and pricing

紀錄類型:	書目-語言資料,印刷品 : 單行本
副題名:	theory, forecasting, and pricing
作者:	CalvetLaurent E.,
合作者:	FisherAdlai.,
其他團體作者:	ScienceDirect (Online service)
出版地:	Burlington, MA
出版者:	Academic Press;
出版年:	c2008.
面頁冊數:	xiii, 258 p.ill. : 24 cm.;
集叢名:	Academic Press advanced finance series
標題:	Economic forecasting - Econometric models. -
標題:	Finance - Econometric models. -
標題:	Multifractals. -
標題:	Electronic books. -
電子資源:	http://www.sciencedirect.com/science/book/9780121500139
附註:	Electronic reproduction. Amsterdam : Elsevier Science & Technology, 2008.
摘要註:	Calvet and Fisher present a powerful, new technique for volatility forecasting that draws on insights from the use of multifractals in the natural sciences and mathematics and provides a unified treatment of the use of multifractal techniques in finance. A large existing literature (e.g., Engle, 1982; Rossi, 1995) models volatility as an average of past shocks, possibly with a noise component. This approach often has difficulty capturing sharp discontinuities and large changes in financial volatility. Their research has shown the advantages of modelling volatility as subject to abrupt regime changes of heterogeneous durations. Using the intuition that some economic phenomena are long-lasting while others are more transient, they permit regimes to have varying degrees of persistence. By drawing on insights from the use of multifractals in the natural sciences and mathematics, they show how to construct high-dimensional regime-switching models that are easy to estimate, and substantially outperform some of the best traditional forecasting models such as GARCH. The goal of their book is to popularize the approach by presenting these exciting new developments to a wider audience. They emphasize both theoretical and empirical applications, beginning with a style that is easily accessible and intuitive in early chapters, and extending to the most rigorous continuous-time and equilibrium pricing formulations in final chapters. Presents a powerful new technique for forecasting volatility Leads the reader intuitively from existing volatility techniques to the frontier of research in this field by top scholars at major universities. The first comprehensive book on multifractal techniques in finance, a cutting-edge field of research.
ISBN:	0121500136
內容註:	Preface Introduction Background The Multifractal Volatility Model: The MMAR The Marko-Switching Multifractal (MSM) in Discrete Time Multivariate MSM The Marko-Switching Multifractal in Continuous Time Multifrequency News and Stock Returns Multifrequency Jump Diffusions Conclusion Appendices.

Multifractal volatility : theory, forecasting, and pricing
Calvet, Laurent E.

Multifractal volatility : theory, forecasting, and pricing / by Laurent E. Calvet, Adlai J. Fisher. - Burlington, MA : Academic Press, c2008.. - xiii, 258 p. ; ill. ; 24 cm.. - (Academic Press advanced finance series).
Preface.
Electronic reproduction. Amsterdam : Elsevier Science & Technology, 2008..
Includes bibliographical references (p. [229]-250) and index..
ISBN 0121500136ISBN 9780121500139
Economic forecasting Finance Multifractals.Electronic books. -- Econometric models. -- Econometric models.

Fisher, Adlai.

Multifractal volatility : theory, forecasting, and pricing
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330 0 $a Calvet and Fisher present a powerful, new technique for volatility forecasting that draws on insights from the use of multifractals in the natural sciences and mathematics and provides a unified treatment of the use of multifractal techniques in finance. A large existing literature (e.g., Engle, 1982; Rossi, 1995) models volatility as an average of past shocks, possibly with a noise component. This approach often has difficulty capturing sharp discontinuities and large changes in financial volatility. Their research has shown the advantages of modelling volatility as subject to abrupt regime changes of heterogeneous durations. Using the intuition that some economic phenomena are long-lasting while others are more transient, they permit regimes to have varying degrees of persistence. By drawing on insights from the use of multifractals in the natural sciences and mathematics, they show how to construct high-dimensional regime-switching models that are easy to estimate, and substantially outperform some of the best traditional forecasting models such as GARCH. The goal of their book is to popularize the approach by presenting these exciting new developments to a wider audience. They emphasize both theoretical and empirical applications, beginning with a style that is easily accessible and intuitive in early chapters, and extending to the most rigorous continuous-time and equilibrium pricing formulations in final chapters. Presents a powerful new technique for forecasting volatility Leads the reader intuitively from existing volatility techniques to the frontier of research in this field by top scholars at major universities. The first comprehensive book on multifractal techniques in finance, a cutting-edge field of research.
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