Chaos and Order in the Capital Markets PDF Download
Are you looking for read ebook online? Search for your book and save it on your Kindle device, PC, phones or tablets. Download Chaos and Order in the Capital Markets PDF full book. Access full book title Chaos and Order in the Capital Markets by Edgar E. Peters. Download full books in PDF and EPUB format.
Author: Edgar E. Peters Publisher: John Wiley & Sons ISBN: 9780471139386 Category : Business & Economics Languages : en Pages : 296
Book Description
The latest developments in chaos theory - from an industry expert Chaos and Order in the Capital Markets was the first book to introduce and popularize chaos as it applies to finance. It has since become the classic source on the topic. This new edition is completely updated to include the latest ripples in chaos theory with new chapters that tie in today's hot innovations, such as fuzzy logic, neural nets, and artificial intelligence. Critical praise for Peters and the first edition of Chaos and Order in the Capital Markets "The bible of market chaologists." - BusinessWeek "Ed Peters has written a first-class summary suitable for any investment professional or skilled investor." - Technical Analysis of Stocks & Commodities "It ranks among the most provocative financial books of the past few years. Reading this book will provide a generous payback for the time and mental energy expended." - Financial Analysts Journal This second edition of Chaos and Order in the Capital Markets brings the topic completely up to date with timely examples from today's markets and descriptions of the latest wave of technology, including genetic algorithms, wavelets, and complexity theory. Chaos and Order in the Capital Markets was the very first book to explore and popularize chaos theory as it applies to finance. It has since become the industry standard, and is regarded as the definitive source to which analysts, investors, and traders turn for a comprehensive overview of chaos theory. Now, this invaluable reference - touted by BusinessWeek as "the bible of market chaologists" - has been updated and revised to bring you the latest developments in the field. Mainstream capital market theory is based on efficient market assumptions, even though the markets themselves exhibit characteristics that are symptomatic of nonlinear dynamic systems. As it explores - and validates - this nonlinear nature, Chaos and Order repudiates the "random walk" theory and econometrics. It shifts the focus away from the concept of efficient markets toward a more general view of the forces underlying the capital market system. Presenting new analytical techniques, as well as reexamining methods that have been in use for the past forty years, Chaos and Order offers a thorough examination of chaos theory and fractals as applied to investments and economics. This new edition includes timely examples from today's markets and descriptions of cutting-edge technologies-genetic algorithms, wavelets, complexity theory-and hot innovations, such as fuzzy logic and artificial intelligence. Beyond the history of current capital market theory, Chaos and Order covers the crucial characteristics of fractals, the analysis of fractal time series through rescaled range analysis (R/S), the specifics of fractal statistics, and the definition and analysis of chaotic systems. It offers an in-depth exploration of: * Random walks and efficient markets - the development of the efficient market hypothesis (EMH) and modern portfolio theory * The linear paradigm - why it has failed * Nonlinear dynamic systems - phase space, the Henon Map, Lyapunov exponents * Applying chaos and nonlinear methods - neural networks, genetic algorithms * Dynamical analysis of time series - reconstructing a phase space, the fractal dimension Tonis Vaga's Coherent Market Hypothesis - the theory of social imitation, control parameters, Vaga's implementations Plus, Chaos and Order now contains a Windows-compatible disk including data sets for running analyses described in the appendices. Written by a leading expert in the field, Chaos and Order in the Capital Markets has all the information you need for a complete, up-to-date look at chaos theory. This latest edition will undoubtedly prove to be as invaluable as the first.
Author: Edgar E. Peters Publisher: John Wiley & Sons ISBN: 9780471139386 Category : Business & Economics Languages : en Pages : 296
Book Description
The latest developments in chaos theory - from an industry expert Chaos and Order in the Capital Markets was the first book to introduce and popularize chaos as it applies to finance. It has since become the classic source on the topic. This new edition is completely updated to include the latest ripples in chaos theory with new chapters that tie in today's hot innovations, such as fuzzy logic, neural nets, and artificial intelligence. Critical praise for Peters and the first edition of Chaos and Order in the Capital Markets "The bible of market chaologists." - BusinessWeek "Ed Peters has written a first-class summary suitable for any investment professional or skilled investor." - Technical Analysis of Stocks & Commodities "It ranks among the most provocative financial books of the past few years. Reading this book will provide a generous payback for the time and mental energy expended." - Financial Analysts Journal This second edition of Chaos and Order in the Capital Markets brings the topic completely up to date with timely examples from today's markets and descriptions of the latest wave of technology, including genetic algorithms, wavelets, and complexity theory. Chaos and Order in the Capital Markets was the very first book to explore and popularize chaos theory as it applies to finance. It has since become the industry standard, and is regarded as the definitive source to which analysts, investors, and traders turn for a comprehensive overview of chaos theory. Now, this invaluable reference - touted by BusinessWeek as "the bible of market chaologists" - has been updated and revised to bring you the latest developments in the field. Mainstream capital market theory is based on efficient market assumptions, even though the markets themselves exhibit characteristics that are symptomatic of nonlinear dynamic systems. As it explores - and validates - this nonlinear nature, Chaos and Order repudiates the "random walk" theory and econometrics. It shifts the focus away from the concept of efficient markets toward a more general view of the forces underlying the capital market system. Presenting new analytical techniques, as well as reexamining methods that have been in use for the past forty years, Chaos and Order offers a thorough examination of chaos theory and fractals as applied to investments and economics. This new edition includes timely examples from today's markets and descriptions of cutting-edge technologies-genetic algorithms, wavelets, complexity theory-and hot innovations, such as fuzzy logic and artificial intelligence. Beyond the history of current capital market theory, Chaos and Order covers the crucial characteristics of fractals, the analysis of fractal time series through rescaled range analysis (R/S), the specifics of fractal statistics, and the definition and analysis of chaotic systems. It offers an in-depth exploration of: * Random walks and efficient markets - the development of the efficient market hypothesis (EMH) and modern portfolio theory * The linear paradigm - why it has failed * Nonlinear dynamic systems - phase space, the Henon Map, Lyapunov exponents * Applying chaos and nonlinear methods - neural networks, genetic algorithms * Dynamical analysis of time series - reconstructing a phase space, the fractal dimension Tonis Vaga's Coherent Market Hypothesis - the theory of social imitation, control parameters, Vaga's implementations Plus, Chaos and Order now contains a Windows-compatible disk including data sets for running analyses described in the appendices. Written by a leading expert in the field, Chaos and Order in the Capital Markets has all the information you need for a complete, up-to-date look at chaos theory. This latest edition will undoubtedly prove to be as invaluable as the first.
Author: Edgar E. Peters Publisher: John Wiley & Sons ISBN: 9780471585244 Category : Business & Economics Languages : en Pages : 352
Book Description
A leading pioneer in the field offers practical applications of this innovative science. Peters describes complex concepts in an easy-to-follow manner for the non-mathematician. He uses fractals, rescaled range analysis and nonlinear dynamical models to explain behavior and understand price movements. These are specific tools employed by chaos scientists to map and measure physical and now, economic phenomena.
Author: John Y. Campbell Publisher: Princeton University Press ISBN: 1400830214 Category : Business & Economics Languages : en Pages : 630
Book Description
The past twenty years have seen an extraordinary growth in the use of quantitative methods in financial markets. Finance professionals now routinely use sophisticated statistical techniques in portfolio management, proprietary trading, risk management, financial consulting, and securities regulation. This graduate-level textbook is intended for PhD students, advanced MBA students, and industry professionals interested in the econometrics of financial modeling. The book covers the entire spectrum of empirical finance, including: the predictability of asset returns, tests of the Random Walk Hypothesis, the microstructure of securities markets, event analysis, the Capital Asset Pricing Model and the Arbitrage Pricing Theory, the term structure of interest rates, dynamic models of economic equilibrium, and nonlinear financial models such as ARCH, neural networks, statistical fractals, and chaos theory. Each chapter develops statistical techniques within the context of a particular financial application. This exciting new text contains a unique and accessible combination of theory and practice, bringing state-of-the-art statistical techniques to the forefront of financial applications. Each chapter also includes a discussion of recent empirical evidence, for example, the rejection of the Random Walk Hypothesis, as well as problems designed to help readers incorporate what they have read into their own applications.
Author: Tonis Vaga Publisher: Tonis Vaga ISBN: 9780070667860 Category : Business & Economics Languages : en Pages : 284
Book Description
Finally, a book that not only explains the relationship between investing and chaos theory--the cutting-edge dicipline that Business Week says will "revitalize the money-management industry"--but also shows readers how to use the theory to master the financial markets. Illustrated.
Author: Richard M. A. Urbach Publisher: Financial Times/Prentice Hall ISBN: Category : Business & Economics Languages : en Pages : 362
Book Description
Price movements in financial markets are not random. There are actually clues that allow sophisticated investors to uncover trends and make accurate predictions. The key to discovering this predictability lies in a new set of mathematical techniques --the application of dynamic, non-linear time series. This new science of investment is where chaos theory meets the markets. Richard Urbach offers practical advice and applications on the latest mathematical techniques and examines the opportunities these new techniques can deliver.
Author: Giovanni Arrighi Publisher: U of Minnesota Press ISBN: 9780816631520 Category : Political Science Languages : en Pages : 352
Book Description
Adopting an historical approach, explores four controversies facing global analyses today: the geography of world power, the power of states versus the power of capital, the social power of subordinate groups, and the changing balance of civilizational power.
Author: David Blake Publisher: John Wiley & Sons ISBN: 047187728X Category : Business & Economics Languages : de Pages : 759
Book Description
The eagerly awaited second edition of this highly successful book has been greatly expanded from 400 to over 700 pages and contains new material on value at risk, speculative bubbles, volatility effects in financial markets, chaos and neural networks. Financial Market Analysis deals with the composition of financial markets and the analysis and valuation of traded securities. It describes the use of securities both in constructing and managing portfolios and in contributing to portfolio performance. Particular attention is paid to new types of investment product, different portfolio management strategies, speculation, arbitrage and risk management strategies and to financial market failure. Financial Market Analysis is an essential text for all finance-related degree courses at undergraduate, postgraduate, and MBA level. It also provides a useful source of reference for financial institutions and professionals in the financial markets.
Author: Justine Gregory-Williams Publisher: John Wiley & Sons ISBN: 0470586273 Category : Business & Economics Languages : en Pages : 259
Book Description
How to trade the markets by integrating Chaos Theory with market sentiment In the first edition of Trading Chaos, seasoned trader and psychologist Bill Williams detailed the potential of Chaos Theory-which seeks to make the unpredictable understandable-in trading and it revolutionized financial decision-making. The Second Edition of Trading Chaos is a cutting edge book that combines trading psychology and Chaos Theory and its particular effect on the markets. By examining both of these facets in relation to the current market, readers will have the best of all possible worlds when trading. Bill Williams, PhD, CTA (Solana Beach, CA), is President of Profitunity.com, a leader in the field of education for traders and investors. Justine Gregory-Williams (Solana Beach, CA) is President of the Profitunity Trading Group and a full-time trader.
Author: Guillermo A. Calvo Publisher: MIT Press (MA) ISBN: Category : Capital market Languages : en Pages : 576
Book Description
Since the mid-1990s, emerging market economies have been hit by dramatic highs and lows: lifted by large capital inflows, then plunged into chaos by constrained credit and out-of-control exchange rates. The conventional wisdom about such crises is strongly influenced by the experience of advanced economies. In Emerging Capital Markets in Turmoil, Guillermo Calvo examines these issues instead from the perspective of emerging market economies themselves, taking into account the limitations and vulnerabilities these economies confront.A succession of crises -- Mexico in 1994-5, East Asia in 1997, Russia in 1998, and Argentina in 2001 -- prompted an urgent search in economic policy circles for cogent explanations. Calvo begins by laying the groundwork for a new approach to these issues. In the theoretical chapters that follow, he argues that financial crisis theory regarding emerging markets has progressed from focusing on such variables as fiscal deficits, debt sustainability, and real currency devaluation to stressing the role of the financial sector -- emphasizing stocks rather than flows as well as the role credibility plays in containing financial crises. He then returns to a more empirical analysis and focuses on exchange-rate issues, considering the advantages and disadvantages of flexible exchange rates for emerging market economies. Coming after a decade of ongoing crises, Calvo's timely reassessment of the importance of external factors in making emerging market economies safer from financial turmoil offers important policy lessons for dealing with inevitable future episodes of financial crises.
Author: Jess Benhabib Publisher: Princeton University Press ISBN: 9780691003924 Category : Business & Economics Languages : en Pages : 494
Book Description
In recent years economists have begun to use the techniques of non-linear dynamics to show that some apparently erratic and turbulent economic phenomena reflect subtle underlying patterns. How do cyclic and chaotic dynamics arise in economic models of equilibrium? How can empirical methods be used to detect nonlinearities and cyclic and chaotic structures in economic models? In examining these questions, this book brings together the most significant work that has been done to date in economics-based chaos theory. Selected here particularly for the economist who is not a specialist in chaos theory, the essays, some previously unpublished and others not widely available, describe a new tool for understanding business cycles, stabilization policy, and forecasting. The contributors to the volume are William J. Baumol, Jess Benhabib, Michele Boldrin, William A. Brock, Richard H. Day, Raymond J. Deneckere, Allan Drazen, Jean-Michel Grandmont, Kenneth L. Judd, Bruno Jullien, Guy Laroque, Blake LeBaron, Bruce McNevin, Luigi Montrucchio, Salih Nefti, Kazuo Nishimura, James B. Ramsey, Pietro Reichlin, Philip Rothman, Chera L. Sayers, Jos A. Scheinkman, Wayne Shafer, William Whitesell, Edward N. Wolff, and Michael Woodford.
Author: Edgar E. Peters
Author: Edgar E. Peters
Author: Edgar E. Peters
Author: John Y. Campbell
Author: Tonis Vaga
Author: Richard M. A. Urbach
Author: Giovanni Arrighi
Author: David Blake
Author: Justine Gregory-Williams
Author: Guillermo A. Calvo
Author: Jess Benhabib