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An Investigation Of Modeling Foreign Exchange Rates With A Non Linear Chaotic Attractor Algorithm
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Book Synopsis An investigation of modeling foreign exchange rates with a non-linear chaotic attractor algorithm by : Betty Prince
Download or read book An investigation of modeling foreign exchange rates with a non-linear chaotic attractor algorithm written by Betty Prince and published by . This book was released on 1987 with total page 518 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Modelling and Forecasting Financial Data by : Abdol S. Soofi
Download or read book Modelling and Forecasting Financial Data written by Abdol S. Soofi and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 496 pages. Available in PDF, EPUB and Kindle. Book excerpt: Modelling and Forecasting Financial Data brings together a coherent and accessible set of chapters on recent research results on this topic. To make such methods readily useful in practice, the contributors to this volume have agreed to make available to readers upon request all computer programs used to implement the methods discussed in their respective chapters. Modelling and Forecasting Financial Data is a valuable resource for researchers and graduate students studying complex systems in finance, biology, and physics, as well as those applying such methods to nonlinear time series analysis and signal processing.
Book Synopsis Deterministic Chaos in the Foreign Exchange Market by : Paul De Grauwe
Download or read book Deterministic Chaos in the Foreign Exchange Market written by Paul De Grauwe and published by . This book was released on 1990 with total page 64 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Nonlinear Exchange Rate Models by : Lucio Sarno
Download or read book Nonlinear Exchange Rate Models written by Lucio Sarno and published by International Monetary Fund. This book was released on 2003-05-01 with total page 40 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper provides a selective overview of nonlinear exchange rate models recently proposed in the literature and assesses their contribution to understanding exchange rate behavior. Two key questions are examined. The first question is whether nonlinear autoregressive models of real exchange rates help resolve the "purchasing power parity (PPP) puzzles." The second question is whether recently developed nonlinear, regime-switching vector equilibrium correction models of the nominal exchange rate can beat a random walk model, the standard benchmark in the exchange rate literature, in terms of out-of-sample forecasting performance. Finally, issues related to the adequateness of standard methods of evaluation of (linear and nonlinear) exchange rate models are discussed with reference to different forecast accuracy criteria.
Book Synopsis Dissertation Abstracts International by :
Download or read book Dissertation Abstracts International written by and published by . This book was released on 1996 with total page 676 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Spurious Correlation in Exchange Rate Target Zone Modelling by : Zsolt M. Darvas
Download or read book Spurious Correlation in Exchange Rate Target Zone Modelling written by Zsolt M. Darvas and published by . This book was released on 1998 with total page 58 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Foreign-Exchange-Rate Forecasting with Artificial Neural Networks by : Lean Yu
Download or read book Foreign-Exchange-Rate Forecasting with Artificial Neural Networks written by Lean Yu and published by Springer Science & Business Media. This book was released on 2007-08-02 with total page 348 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book focuses on forecasting foreign exchange rates via artificial neural networks. It creates and applies the highly useful computational techniques of Artificial Neural Networks (ANNs) to foreign-exchange-rate forecasting. The result is an up-to-date review of the most recent research developments in forecasting foreign exchange rates coupled with a highly useful methodological approach to predicting rate changes in foreign currency exchanges. Foreign Exchange Rate Forecasting with Artificial Neural Networks is targeted at both the academic and practitioner audiences. Managers, analysts and technical practitioners in financial institutions across the world will have considerable interest in the book, and scholars and graduate students studying financial markets and business forecast will also have considerable interest in the book. The book discusses the most important advances in foreign-exchange-rate forecasting and then systematically develops a number of new, innovative, and creatively crafted neural network models that reduce the volatility and speculative risk in the forecasting of foreign exchange rates. The book discusses and illustrates three general types of ANN models. Each of these model types reflect the following innovative and effective characteristics: (1) The first model type is a three-layer, feed-forward neural network with instantaneous learning rates and adaptive momentum factors that produce learning algorithms (both online and offline algorithms) to predict foreign exchange rates. (2) The second model type is the three innovative hybrid learning algorithms that have been created by combining ANNs with exponential smoothing, generalized linear auto-regression, and genetic algorithms. Each of these three hybrid algorithms has been crafted to forecast various aspects synergetic performance. (3) The third model type is the three innovative ensemble learning algorithms that combining multiple neural networks into an ensemble output. Empirical results reveal that these creative models can produce better performance with high accuracy or high efficiency.
Book Synopsis A Chaotic Monetary Model of the Exchange Rate by : Paul de Grauwe
Download or read book A Chaotic Monetary Model of the Exchange Rate written by Paul de Grauwe and published by . This book was released on 1990 with total page 48 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis A Survey and Empirical Analysis of Exchange Rate Models and an Investigation Into the Possible Applicability of Chaos Theory to Exchange Rates Modelling by : David Jonathan Clarke
Download or read book A Survey and Empirical Analysis of Exchange Rate Models and an Investigation Into the Possible Applicability of Chaos Theory to Exchange Rates Modelling written by David Jonathan Clarke and published by . This book was released on 1997 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Essays on Nonlinear Models of Foreign Exchange by : George C. Tsibouris
Download or read book Essays on Nonlinear Models of Foreign Exchange written by George C. Tsibouris and published by . This book was released on 1992 with total page 290 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Chaos & Nonlinear Dynamics in the Financial Markets by : Robert R. Trippi
Download or read book Chaos & Nonlinear Dynamics in the Financial Markets written by Robert R. Trippi and published by Robert Trippi. This book was released on 1995 with total page 546 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computer disk illustrates behavior of several of the chaotic processes discussed in text. Assists the user in viewing the change in a system from unstable to stable states.
Book Synopsis A Nonlinear Model of Real Exchange Rate Dynamics, with an Application to the Case of Taiwan by : Zhaonan Chen
Download or read book A Nonlinear Model of Real Exchange Rate Dynamics, with an Application to the Case of Taiwan written by Zhaonan Chen and published by . This book was released on 1994 with total page 24 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Modeling Nonlinear Dynamics in Exchange Rates and Economic Growth by : Shamar Levaughn Stewart
Download or read book Modeling Nonlinear Dynamics in Exchange Rates and Economic Growth written by Shamar Levaughn Stewart and published by . This book was released on 2019 with total page 348 pages. Available in PDF, EPUB and Kindle. Book excerpt: This dissertation explores modeling existing nonlinear dynamics in exchange rates and economic growth. Particularly, the three essays, herein, investigate the stability of the International Monetary Fund's Special Drawing Rights (SDR) and synchronicity of economic growth across provinces in China. The first essay empirically assesses the degree of fluctuations in the SDRs attributable to U.S monetary policy. In this vein, I contribute to the financial asset/exchange rate literature by identifying structural shocks to real-time U.S. output growth, inflation, and short-term interest rates. Moreover, I exploit the time-varying heteroskedasticity of the data without imposing a priori exclusion restrictions. Over the period 1981.Q1-2018.Q1, a contractionary U.S. monetary policy shock results in an immediate depreciation of the U.S. dollar value of the euro, Yen, and pound in the SDR basket. After the introduction of French and German Euros in 1999.Q1, all the currencies appreciated against the USD. Also, U.S. monetary policy contributes about 4% of the variations in the SDR basket's return. Chapter 2, explores the effects of U.S. monetary policy shocks on the value of SDRs during the 1981.M1 0́3 1998.M12 and 1999.M1 0́3 2016.M9 vintages. Unlike the first chapter, we test the data against different monetary policy indicators presented in the macroeconomics literature. To this end, we use a structural vector autoregression with identification through heteroskedasticity to identify the appropriate instruments of monetary policy. We find that the nominal exchange rates are insulated from U.S. policy shocks0́4 the contribution does not exceed 15%. In both subsamples, policy easing induces an appreciation in the dollar. In the third chapter, we use a dynamic factor model with time-varying loading parameters and stochastic volatility to document significant evidence of time-varying synchronization of the regional growth dynamics in China. The correlation in cross-region economic growth performance increased during the recent global recession and declined post-recession, albeit still at a higher level than before 2008. While the large degree of synchronization of regional growth dynamics permits the central government (bank) to implement a uniform fiscal (monetary) policy, this also reduces China's ability to stymie the propagation of external shocks and instead increases systemic risks across regions.
Book Synopsis Handbook of Applications of Chaos Theory by : Christos H. Skiadas
Download or read book Handbook of Applications of Chaos Theory written by Christos H. Skiadas and published by CRC Press. This book was released on 2017-12-19 with total page 934 pages. Available in PDF, EPUB and Kindle. Book excerpt: In addition to explaining and modeling unexplored phenomena in nature and society, chaos uses vital parts of nonlinear dynamical systems theory and established chaotic theory to open new frontiers and fields of study. Handbook of Applications of Chaos Theory covers the main parts of chaos theory along with various applications to diverse areas. Expert contributors from around the world show how chaos theory is used to model unexplored cases and stimulate new applications. Accessible to scientists, engineers, and practitioners in a variety of fields, the book discusses the intermittency route to chaos, evolutionary dynamics and deterministic chaos, and the transition to phase synchronization chaos. It presents important contributions on strange attractors, self-exciting and hidden attractors, stability theory, Lyapunov exponents, and chaotic analysis. It explores the state of the art of chaos in plasma physics, plasma harmonics, and overtone coupling. It also describes flows and turbulence, chaotic interference versus decoherence, and an application of microwave networks to the simulation of quantum graphs. The book proceeds to give a detailed presentation of the chaotic, rogue, and noisy optical dissipative solitons; parhelic-like circle and chaotic light scattering; and interesting forms of the hyperbolic prism, the Poincaré disc, and foams. It also covers numerous application areas, from the analysis of blood pressure data and clinical digital pathology to chaotic pattern recognition to economics to musical arts and research.
Book Synopsis Nonlinear Dynamics and Chaos by : Steven H. Strogatz
Download or read book Nonlinear Dynamics and Chaos written by Steven H. Strogatz and published by CRC Press. This book was released on 2018-05-04 with total page 532 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook is aimed at newcomers to nonlinear dynamics and chaos, especially students taking a first course in the subject. The presentation stresses analytical methods, concrete examples, and geometric intuition. The theory is developed systematically, starting with first-order differential equations and their bifurcations, followed by phase plane analysis, limit cycles and their bifurcations, and culminating with the Lorenz equations, chaos, iterated maps, period doubling, renormalization, fractals, and strange attractors.
Book Synopsis Statistical Challenges in Modern Astronomy by : Eric D. Feigelson
Download or read book Statistical Challenges in Modern Astronomy written by Eric D. Feigelson and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 528 pages. Available in PDF, EPUB and Kindle. Book excerpt: Modern astronomy has been characterized by an enormous growth in data acquisition - from new technologies in telescopes, detectors, and computation. One can now compile catalogs of tens or hundreds of millions of stars or galaxies and databases from satellite-based observations are reaching terabit proportions. This wealth of data gives rise to statistical challenges not previously encountered in astronomy. This book is the result of a workshop held at Pennsylvania State University in August 1991 that brought together leading astronomers and statisticians to consider statistical challenges encountered in modern astronomical research. The chapters have all been thoroughly revised in the light of the discussions at the conference, and some of the lively discussion is recorded here as well.
Book Synopsis American Doctoral Dissertations by :
Download or read book American Doctoral Dissertations written by and published by . This book was released on 1987 with total page 532 pages. Available in PDF, EPUB and Kindle. Book excerpt:
