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Author : Patrick Brockett
Publisher :
ISBN 13 :
Total Pages : 13 pages
Book Rating : 4.:/5 (137 download)
Download or read book Stochastic Nonlinearity in the Foreign Exchange Market written by Patrick Brockett and published by . This book was released on 1987 with total page 13 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Patrick Brockett
Publisher :
ISBN 13 :
Total Pages : 24 pages
Book Rating : 4.:/5 (257 download)
Download or read book Stochastic Nonlinearity in the Foreign Exchange Market written by Patrick Brockett and published by . This book was released on 1987 with total page 24 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Simon W. Kam
Publisher :
ISBN 13 :
Total Pages : 392 pages
Book Rating : 4.:/5 (45 download)
Download or read book The Foreign Exchange Market Modeled as a Nonlinear-hyperbolic Stochastic Differential Game written by Simon W. Kam and published by . This book was released on 1997 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Lucio Sarno
Publisher : International Monetary Fund
ISBN 13 : 1451853491
Total Pages : 40 pages
Book Rating : 4.4/5 (518 download)
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.
Author : Craig Hakkio
Publisher : Routledge
ISBN 13 : 1351801686
Total Pages : 100 pages
Book Rating : 4.3/5 (518 download)
Download or read book Expectations and the Foreign Exchange Market written by Craig Hakkio and published by Routledge. This book was released on 2017-04-21 with total page 100 pages. Available in PDF, EPUB and Kindle. Book excerpt: Originally published in 1984. This book examines two important dimensions of efficiency in the foreign exchange market using econometric techniques. It responds to the macroeconomics trend to re-examining the theories of exchange rate determination following the erratic behaviour of exchange rates in the late 1970s. In particular the text looks at the relation between spot and forward exchange rates and the term structure of the forward premium, both of which require a joint test of market efficiency and the equilibrium model. Approaches used are the regression of spot rates on lagged forward rates and an explicit time series analysis of the spot and forward rates, using data from Canada, the United Kingdom, the Netherlands, Switzerland and Germany.
Author : Carl Chiarella
Publisher :
ISBN 13 :
Total Pages : 24 pages
Book Rating : 4.:/5 (129 download)
Download or read book Learning Dynamics in a Nonlinear Stochastic Model of Exchange Rates written by Carl Chiarella and published by . This book was released on 2006 with total page 24 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper considers a version of the Dornbusch model of exchange rate dynamics which allows a nonlinear domestic demand for foreign assets function and imperfect substitutability between domestic and foreign interest bearing assets. Expectations of exchange rate changes are modelled as adaptive with perfect foresight being obtained as a limiting case. For sufficiently rapid speed of adjustment of expectations the model is able to generate cyclical behaviour of the exchange rate and expectations of its change. In the perfect foresight limit the cycles become relaxation cycles. To this underlying model of the fundamentals a white noise news process is added. Agents are assumed to attempt to learn about the system dynamics and the link between such learning and exchange rate volatility is studied. Two learning scenarios are considered. In the first scenario economic agents are regarded as a uniformly well-informed group of sophisticated traders. In the second scenario a group of naive traders coexist with the sophisticated traders. We find that both learning scenarios lead to increased volatility. However this effect increases in proportion to the weight of the naive traders.
Author : Arif Orçun Söylemez
Publisher : Routledge
ISBN 13 : 1000357317
Total Pages : 83 pages
Book Rating : 4.0/5 (3 download)
Download or read book Foreign Exchange Rates written by Arif Orçun Söylemez and published by Routledge. This book was released on 2021-02-07 with total page 83 pages. Available in PDF, EPUB and Kindle. Book excerpt: Predicting foreign exchange rates has presented a long-standing challenge for economists. However, the recent advances in computational techniques, statistical methods, newer datasets on emerging market currencies, etc., offer some hope. While we are still unable to beat a driftless random walk model, there has been serious progress in the field. This book provides an in-depth assessment of the use of novel statistical approaches and machine learning tools in predicting foreign exchange rate movement. First, it offers a historical account of how exchange rate regimes have evolved over time, which is critical to understanding turning points in a historical time series. It then presents an overview of the previous attempts at modeling exchange rates, and how different methods fared during this process. At the core sections of the book, the author examines the time series characteristics of exchange rates and how contemporary statistics and machine learning can be useful in improving predictive power, compared to previous methods used. Exchange rate determination is an active research area, and this book will appeal to graduate-level students of international economics, international finance, open economy macroeconomics, and management. The book is written in a clear, engaging, and straightforward way, and will greatly improve access to this much-needed knowledge in the field.
Author : Carl Chiarella
Publisher :
ISBN 13 :
Total Pages : 28 pages
Book Rating : 4.:/5 (222 download)
Download or read book Learning Dynamics in a Nonlinear Stochastic Model of Exchange Rate written by Carl Chiarella and published by . This book was released on 1996 with total page 28 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : John Creedy
Publisher : Edward Elgar Publishing
ISBN 13 : 9781782541776
Total Pages : 238 pages
Book Rating : 4.5/5 (417 download)
Download or read book Nonlinear Models, Labour Markets, and Exchange written by John Creedy and published by Edward Elgar Publishing. This book was released on 2002-07-29 with total page 238 pages. Available in PDF, EPUB and Kindle. Book excerpt: Nonlinear Models, Labour Markets and Exchange offers a number of broad introductory surveys in the areas of nonlinear modelling, labour economics and the economic analysis of exchange. This collection of articles consists largely of recently published refereed papers. The early chapters provide an introduction to the analysis of 'chaos and strange attractors' and the use of the very flexible generalised exponential family of frequency distributions in analysing both time series and cross-sectional distributions. The volume then provides syntheses of the theories of internal labour markets, trade union bargaining, and population ageing and its implications. It goes on to survey a range of topics in the broad area of the theory of exchange, which is central to the neoclassical economic model. Finally, the book provides some advice for students who are about to start their first piece of research. It ends with a unique survey of the history of economic analysis. Providing introductory material and syntheses of a wide range of topics, Nonlinear Models, Labour Markets and Exchange will be welcomed by economics academics and researchers interested in labour economics and econometrics.
Author : Roberto Dieci
Publisher : Springer
ISBN 13 : 3319074709
Total Pages : 384 pages
Book Rating : 4.3/5 (19 download)
Download or read book Nonlinear Economic Dynamics and Financial Modelling written by Roberto Dieci and published by Springer. This book was released on 2014-07-26 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book reflects the state of the art on nonlinear economic dynamics, financial market modelling and quantitative finance. It contains eighteen papers with topics ranging from disequilibrium macroeconomics, monetary dynamics, monopoly, financial market and limit order market models with boundedly rational heterogeneous agents to estimation, time series modelling and empirical analysis and from risk management of interest-rate products, futures price volatility and American option pricing with stochastic volatility to evaluation of risk and derivatives of electricity market. The book illustrates some of the most recent research tools in these areas and will be of interest to economists working in economic dynamics and financial market modelling, to mathematicians who are interested in applying complexity theory to economics and finance and to market practitioners and researchers in quantitative finance interested in limit order, futures and electricity market modelling, derivative pricing and risk management.
Author : Christian Ullrich
Publisher : Springer Science & Business Media
ISBN 13 : 3642004954
Total Pages : 206 pages
Book Rating : 4.6/5 (42 download)
Download or read book Forecasting and Hedging in the Foreign Exchange Markets written by Christian Ullrich and published by Springer Science & Business Media. This book was released on 2009-05-30 with total page 206 pages. Available in PDF, EPUB and Kindle. Book excerpt: Historical and recent developments at international ?nancial markets show that it is easy to loose money, while it is dif?cult to predict future developments and op- mize decision-making towards maximizing returns and minimizing risk. One of the reasons of our inability to make reliable predictions and to make optimal decisions is the growing complexity of the global economy. This is especially true for the f- eign exchange market (FX market) which is considered as one of the largest and most liquid ?nancial markets. Its grade of ef?ciencyand its complexityis one of the starting points of this volume. From the high complexity of the FX market, Christian Ullrich deduces the - cessity to use tools from machine learning and arti?cial intelligence, e.g., support vector machines, and to combine such methods with sophisticated ?nancial mod- ing techniques. The suitability of this combination of ideas is demonstrated by an empirical study and by simulation. I am pleased to introduce this book to its - dience, hoping that it will provide the reader with interesting ideas to support the understanding of FX markets and to help to improve risk management in dif?cult times. Moreover, I hope that its publication will stimulate further research to contribute to the solution of the many open questions in this area.
Author : Beate Reszat
Publisher : Routledge
ISBN 13 : 1134766181
Total Pages : 285 pages
Book Rating : 4.1/5 (347 download)
Download or read book The Japanese Foreign Exchange Market written by Beate Reszat and published by Routledge. This book was released on 2002-04-12 with total page 285 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent years, Japan's financial market has seen dramatic changes, in particular the explosive growth of currency trading and the increasing international role of the yen. This book gives a comprehensive overview of this activity. This work is the first non-Japanese language title to examine the prolific rise of Japan's foreign currency exchange market, its idiosyncracies, and its future role in the global economy. It is vital reading for economists and students of Japan-related subjects.
Author : Paul De Grauwe
Publisher :
ISBN 13 :
Total Pages : 64 pages
Book Rating : 4.X/5 (1 download)
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:
Author : Christian Hafner
Publisher : Springer Science & Business Media
ISBN 13 : 3662126052
Total Pages : 235 pages
Book Rating : 4.6/5 (621 download)
Download or read book Nonlinear Time Series Analysis with Applications to Foreign Exchange Rate Volatility written by Christian Hafner and published by Springer Science & Business Media. This book was released on 2013-11-27 with total page 235 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book deals with the econometric analysis of high frequency financial time series. It emphasizes a new nonparametric approach to volatility models and provides theoretical and empirical comparisons with conventional ARCH models, applied to foreign exchange rates. Nonparametric models are discussed that cope with asymmetry and long memory of volatility as well as heterogeneity of higher conditional moments.
Author : Urmila Diwekar
Publisher : Springer
ISBN 13 : 1493922823
Total Pages : 168 pages
Book Rating : 4.4/5 (939 download)
Download or read book BONUS Algorithm for Large Scale Stochastic Nonlinear Programming Problems written by Urmila Diwekar and published by Springer. This book was released on 2015-03-05 with total page 168 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the details of the BONUS algorithm and its real world applications in areas like sensor placement in large scale drinking water networks, sensor placement in advanced power systems, water management in power systems, and capacity expansion of energy systems. A generalized method for stochastic nonlinear programming based on a sampling based approach for uncertainty analysis and statistical reweighting to obtain probability information is demonstrated in this book. Stochastic optimization problems are difficult to solve since they involve dealing with optimization and uncertainty loops. There are two fundamental approaches used to solve such problems. The first being the decomposition techniques and the second method identifies problem specific structures and transforms the problem into a deterministic nonlinear programming problem. These techniques have significant limitations on either the objective function type or the underlying distributions for the uncertain variables. Moreover, these methods assume that there are a small number of scenarios to be evaluated for calculation of the probabilistic objective function and constraints. This book begins to tackle these issues by describing a generalized method for stochastic nonlinear programming problems. This title is best suited for practitioners, researchers and students in engineering, operations research, and management science who desire a complete understanding of the BONUS algorithm and its applications to the real world.
Author : Robert R. Trippi
Publisher : Robert Trippi
ISBN 13 :
Total Pages : 546 pages
Book Rating : 4.3/5 (91 download)
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.
Author : Carl Chiarella
Publisher : Springer Science & Business Media
ISBN 13 : 3642467075
Total Pages : 162 pages
Book Rating : 4.6/5 (424 download)
Download or read book The Elements of a Nonlinear Theory of Economic Dynamics written by Carl Chiarella and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 162 pages. Available in PDF, EPUB and Kindle. Book excerpt: Elements of a Nonlinear Theory of Economic Dynamics provides both a framework and a survey of its needs. First, principle results and techniques of the theory relevant to applications in dynamic economics are discussed, then their application in view of older endogenous cycle theories are considered in a unified mathematical framework. Models incorporating the government budget constraint and the Goodwin model are analysed using the method of averaging and the centre manifold theory. The dynamic instability problem is solved by placing models in a nonlinear framework.
