Multifractal Volatility
Title | Multifractal Volatility PDF eBook |
Author | Laurent E. Calvet |
Publisher | Academic Press |
Pages | 273 |
Release | 2008-10-13 |
Genre | Business & Economics |
ISBN | 0080559964 |
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 Multifractal Volatility 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
Multifractal Detrended Analysis Method and Its Application in Financial Markets
Title | Multifractal Detrended Analysis Method and Its Application in Financial Markets PDF eBook |
Author | Guangxi Cao |
Publisher | Springer |
Pages | 258 |
Release | 2018-02-18 |
Genre | Business & Economics |
ISBN | 9811079161 |
This book collects high-quality papers on the latest fundamental advances in the state of Econophysics and Management Science, providing insights that address problems concerning the international economy, social development and economic security. This book applies the multi-fractal detrended class method, and improves the method with different filters. The authors apply those methods to a variety of areas: financial markets, energy markets, gold market and so on. This book is arguably a systematic research and summary of various kinds of multi-fractal detrended methods. Furthermore, it puts forward some investment suggestions on a healthy development of financial markets.
Theory of Financial Risk and Derivative Pricing
Title | Theory of Financial Risk and Derivative Pricing PDF eBook |
Author | Jean-Philippe Bouchaud |
Publisher | Cambridge University Press |
Pages | 410 |
Release | 2003-12-11 |
Genre | Business & Economics |
ISBN | 9780521819169 |
Risk control and derivative pricing have become of major concern to financial institutions, and there is a real need for adequate statistical tools to measure and anticipate the amplitude of the potential moves of the financial markets. Summarising theoretical developments in the field, this 2003 second edition has been substantially expanded. Additional chapters now cover stochastic processes, Monte-Carlo methods, Black-Scholes theory, the theory of the yield curve, and Minority Game. There are discussions on aspects of data analysis, financial products, non-linear correlations, and herding, feedback and agent based models. This book has become a classic reference for graduate students and researchers working in econophysics and mathematical finance, and for quantitative analysts working on risk management, derivative pricing and quantitative trading strategies.
The Oxford Handbook of Computational Economics and Finance
Title | The Oxford Handbook of Computational Economics and Finance PDF eBook |
Author | Shu-Heng Chen |
Publisher | Oxford University Press |
Pages | 785 |
Release | 2018-01-12 |
Genre | Business & Economics |
ISBN | 0199844380 |
The Oxford Handbook of Computational Economics and Finance provides a survey of both the foundations of and recent advances in the frontiers of analysis and action. It is both historically and interdisciplinarily rich and also tightly connected to the rise of digital society. It begins with the conventional view of computational economics, including recent algorithmic development in computing rational expectations, volatility, and general equilibrium. It then moves from traditional computing in economics and finance to recent developments in natural computing, including applications of nature-inspired intelligence, genetic programming, swarm intelligence, and fuzzy logic. Also examined are recent developments of network and agent-based computing in economics. How these approaches are applied is examined in chapters on such subjects as trading robots and automated markets. The last part deals with the epistemology of simulation in its trinity form with the integration of simulation, computation, and dynamics. Distinctive is the focus on natural computationalism and the examination of the implications of intelligent machines for the future of computational economics and finance. Not merely individual robots, but whole integrated systems are extending their "immigration" to the world of Homo sapiens, or symbiogenesis.
Fractals and Scaling in Finance
Title | Fractals and Scaling in Finance PDF eBook |
Author | Benoit B. Mandelbrot |
Publisher | Springer Science & Business Media |
Pages | 558 |
Release | 2013-03-09 |
Genre | Mathematics |
ISBN | 1475727631 |
Mandelbrot is world famous for his creation of the new mathematics of fractal geometry. Yet few people know that his original field of applied research was in econometrics and financial models, applying ideas of scaling and self-similarity to arrays of data generated by financial analyses. This book brings together his original papers as well as many original chapters specifically written for this book.
Macroeconometrics and Time Series Analysis
Title | Macroeconometrics and Time Series Analysis PDF eBook |
Author | Steven Durlauf |
Publisher | Springer |
Pages | 417 |
Release | 2016-04-30 |
Genre | Business & Economics |
ISBN | 0230280838 |
Specially selected from The New Palgrave Dictionary of Economics 2nd edition, each article within this compendium covers the fundamental themes within the discipline and is written by a leading practitioner in the field. A handy reference tool.
Multifractal Based Network Traffic Modeling
Title | Multifractal Based Network Traffic Modeling PDF eBook |
Author | Murali Krishna P |
Publisher | Springer Science & Business Media |
Pages | 223 |
Release | 2012-12-06 |
Genre | Technology & Engineering |
ISBN | 1461504996 |
This helpful book provides an overview of existing broadband traffic modelling based on the Poisson process and its variants. It also offers very good coverage of models based on self-similar processes. The authors have focused throughout on the problem of broadband traffic modelling.