Download or read book Nonparametric Exchange Rate Prediction written by Francis X. Diebold and published by . This book was released on 1989 with total page 52 pages. Available in PDF, EPUB and Kindle. Book excerpt:
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 2010-02-26 with total page 323 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on forecasting foreign exchange rates via artificial neural networks (ANNs), creating and applying 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.
Download or read book Exchange Rate Forecasting Techniques and Applications written by I. Moosa and published by Springer. This book was released on 2016-02-05 with total page 420 pages. Available in PDF, EPUB and Kindle. Book excerpt: Forecasting exchange rates is a variable that preoccupies economists, businesses and governments, being more critical to more people than any other variable. In Exchange Rate Forecasting the author sets out to provide a concise survey of the techniques of forecasting - bringing together the various forecasting methods and applying them to the exchange rate in a highly accessible and readable manner. Highly practical in approach, the book provides an understanding of the techniques of forecasting with an emphasis on its applications and use in business decision-making, such as hedging, speculation, investment, financing and capital budgeting. In addition, the author also considers recent developments in the field, notably neural networks and chaos, again, with easy-to-understand explanations of these "rocket science" areas. The practical approach to forecasting is also reflected in the number of examples that pepper the text, whilst descriptions of some of the software packages that are used in practice to generate forecasts are also provided.
Download or read book Recent Advances and Future Directions in Causality Prediction and Specification Analysis written by Xiaohong Chen and published by Springer Science & Business Media. This book was released on 2012-08-01 with total page 582 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a collection of articles that present the most recent cutting edge results on specification and estimation of economic models written by a number of the world’s foremost leaders in the fields of theoretical and methodological econometrics. Recent advances in asymptotic approximation theory, including the use of higher order asymptotics for things like estimator bias correction, and the use of various expansion and other theoretical tools for the development of bootstrap techniques designed for implementation when carrying out inference are at the forefront of theoretical development in the field of econometrics. One important feature of these advances in the theory of econometrics is that they are being seamlessly and almost immediately incorporated into the “empirical toolbox” that applied practitioners use when actually constructing models using data, for the purposes of both prediction and policy analysis and the more theoretically targeted chapters in the book will discuss these developments. Turning now to empirical methodology, chapters on prediction methodology will focus on macroeconomic and financial applications, such as the construction of diffusion index models for forecasting with very large numbers of variables, and the construction of data samples that result in optimal predictive accuracy tests when comparing alternative prediction models. Chapters carefully outline how applied practitioners can correctly implement the latest theoretical refinements in model specification in order to “build” the best models using large-scale and traditional datasets, making the book of interest to a broad readership of economists from theoretical econometricians to applied economic practitioners.
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.
Download or read book Empirical Modeling of Exchange Rate Dynamics written by Francis X. Diebold and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 153 pages. Available in PDF, EPUB and Kindle. Book excerpt: Structural exchange rate modeling has proven extremely difficult during the recent post-1973 float. The disappointment climaxed with the papers of Meese and Rogoff (1983a, 1983b), who showed that a "naive" random walk model distinctly dominated received theoretical models in terms of predictive performance for the major dollar spot rates. One purpose of this monograph is to seek the reasons for this failure by exploring the temporal behavior of seven major dollar exchange rates using nonstructural time-series methods. The Meese-Rogoff finding does not mean that exchange rates evolve as random walks; rather it simply means that the random walk is a better stochastic approximation than any of their other candidate models. In this monograph, we use optimal model specification techniques, including formal unit root tests which allow for trend, and find that all of the exchange rates studied do in fact evolve as random walks or random walks with drift (to a very close approximation). This result is consistent with efficient asset markets, and provides an explanation for the Meese-Rogoff results. Far more subtle forces are at work, however, which lead to interesting econometric problems and have implications for the measurement of exchange rate volatility and moment structure. It is shown that all exchange rates display substantial conditional heteroskedasticity. A particularly reasonable parameterization of this conditional heteroskedasticity, which captures the observed clustering of prediction error variances, is developed in Chapter 2.
Download or read book Exchange Rate Economics written by Ronald MacDonald and published by Routledge. This book was released on 2007-03-12 with total page 465 pages. Available in PDF, EPUB and Kindle. Book excerpt: First published in 2007. Exchange Rate Economics: Theories and Evidence is the second edition of Floating Exchange Rates: Theories and Evidence, and builds on the successful content and structure of the previous edition, but has been comprehensively updated and expanded to include additional literature on the determination of both fixed and floating exchange rates. Core topics covered include: • the purchasing power parity hypothesis and the PPP puzzle; • the monetary and portfolio-balance approaches to exchange rates; • the new open economy macroeconomics approach to exchange rates; and • the determination of exchange rates in target zone models and speculative attack models. Exchange Rate Economics: Theories and Evidence also includes extensive discussion of recent econometric work on exchange rates with a particular focus on equilibrium exchange rates and measuring exchange rate misalignment, as well as discussion on the non-fundamentals-based approaches to exchange rate behaviour, such as the market microstructure approach. The book will appeal to academics and postgraduate students with an interest in all aspects of international finance and will also be of interest to practitioners concerned with issues relating to equilibrium exchange rates and the forecastability of currencies in terms of macroeconomic fundamentals.
Download or read book Comparing Parametric and Non parametric Early Warning Systems for Currency Crises in Emerging Market Economies written by Mr.Fabio Comelli and published by International Monetary Fund. This book was released on 2013-05-30 with total page 29 pages. Available in PDF, EPUB and Kindle. Book excerpt: The purpose of this paper is to compare in-sample and out-of-sample performances of three parametric and non-parametric early warning systems (EWS) for currency crises in emerging market economies (EMs). The parametric EWS achieves superior out-of-sample results compared to the non-parametric EWS, as the total misclassification error of the former is lower than that of the latter. In addition, we find that the performances of the parametric and non-parametric EWS do not improve if the policymaker becomes more prudent. From a policy perspective, the policymaker faces the standard trade-off when using EWS. Greater prudence allows the policymaker to correctly call more crisis episodes, but this comes at the cost of issuing more false alarms. The benefit of correctly calling more currency crises needs to be traded off against the cost of issuing more false alarms and of implementing corrective macroeconomic policies prematurely.
Download or read book Exchange Rate Economics written by Peter Isard and published by Cambridge University Press. This book was released on 1995-09-28 with total page 298 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes and evaluates the literature on exchange rate economics. It provides a wide-ranging survey, with background on the history of international monetary regimes and the institutional characteristics of foreign exchange markets, an overview of the development of conceptual and empirical models of exchange rate behavior, and perspectives on the key issues that policymakers confront in deciding whether, and how, to try to stabilize exchange rates. The treatment of most topics is reasonably compact, with extensive references to the literature for those desiring to pursue individual topics further. The level of exposition is relatively easy to comprehend; the historical and institutional material (part I) and the discussion of policy issues (part III) contain no equations or technical notation, while the chapters on models of exchange rate behavior (part II) are written at a level intelligible to first-year graduate students or advanced undergraduates. The book will enlighten both students and policymakers, and should also serve as a valuable reference for many research economists.
Download or read book Heuristics for Optimization and Learning written by Farouk Yalaoui and published by Springer Nature. This book was released on 2020-12-15 with total page 444 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a new contribution aiming to give some last research findings in the field of optimization and computing. This work is in the same field target than our two previous books published: “Recent Developments in Metaheuristics” and “Metaheuristics for Production Systems”, books in Springer Series in Operations Research/Computer Science Interfaces. The challenge with this work is to gather the main contribution in three fields, optimization technique for production decision, general development for optimization and computing method and wider spread applications. The number of researches dealing with decision maker tool and optimization method grows very quickly these last years and in a large number of fields. We may be able to read nice and worthy works from research developed in chemical, mechanical, computing, automotive and many other fields.
Download or read book The Forward Exchange Rate as a Predictor of the Future Spot Rate written by Cheol S. Eun and published by . This book was released on 1998 with total page 62 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Chaos And Forecasting Proceedings Of The Royal Society Discussion Meeting written by Howell A M Tong and published by World Scientific. This book was released on 1995-04-26 with total page 358 pages. Available in PDF, EPUB and Kindle. Book excerpt: It is now generally recognised that very simple dynamical systems can produce apparently random behaviour. In the last couple of years, attention has turned to focus on the flip side of this coin: random-looking time series (or random-looking patterns in space) may indeed be the result of very complicated processes or “real noise”, but they may equally well be produced by some very simple mechanism (a low-dimensional attractor). In either case, a long-term prediction will be possible only in probabilistic terms. However, in the very short term, random systems will still be unpredictable but low-dimensional chaotic ones may be predictable (appearances to the contrary). The Royal Society held a two-day discussion meeting on topics covering diverse fields, including biology, economics, geophysics, meteorology, statistics, epidemiology, earthquake science and many others. Each topic was covered by a leading expert in the field. The meeting dealt with different basic approaches to the problem of chaos and forecasting, and covered applications to nonlinear forecasting of both artificially-generated time series and real data from context in the above-mentioned diverse fields. This book marks a rather special and rare occasion on which prominent scientists from different areas converge on the same theme. It forms an informative introduction to the science of chaos, with special reference to real data.
Download or read book Growth Crisis and the Korean Economy written by Dongchul Cho and published by Routledge. This book was released on 2015-03-02 with total page 362 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since the 2008 global financial crisis, policymakers as well as academicians have been seeking to fathom why subsequent recoveries remain tenuous. Other outstanding issues that they have been trying to understand include: why do some economies grow faster than others? How should the exchange rate volatility be understood and what factors make an economy more likely to fall into an exchange rate crisis? What policies need to be taken during tranquil periods, and how should they be changed once the crisis is triggered? As a partial effort to meet such interests, this book provides insights into these issues. This book examines growth and convergence (Part I), exchange rate volatility and the Asian crisis (Part II), and the global crisis (Part III). In addition, the book also draws lessons from South Korea's experiences - a country which has undergone three different crises and brisk recoveries (Part IV). The book also includes some practical and policy-oriented analysis. This is a truly comprehensive book bringing together varied topics and diversity under one common theme - economic growth and crisis.
Download or read book Anales de Econom a Aplicada 2009 written by and published by Delta Publicaciones. This book was released on 2009 with total page 748 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Advanced Trading Rules written by Emmanual Acar and published by Elsevier. This book was released on 2002-05-23 with total page 468 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advanced Trading Rules is the essential guide to state of the art techniques currently used by the very best financial traders, analysts and fund managers. The editors have brought together the world's leading professional and academic experts to explain how to understand, develop and apply cutting edge trading rules and systems. It is indispensable reading if you are involved in the derivatives, fixed income, foreign exchange and equities markets. Advanced Trading Rules demonstrates how to apply econometrics, computer modelling, technical and quantitative analysis to generate superior returns, showing how you can stay ahead of the curve by finding out why certain methods succeed or fail. Profit from this book by understanding how to use: stochastic properties of trading strategies; technical indicators; neural networks; genetic algorithms; quantitative techniques; charts. Financial markets professionals will discover a wealth of applicable ideas and methods to help them to improve their performance and profits. Students and academics working in this area will also benefit from the rigorous and theoretically sound analysis of this dynamic and exciting area of finance. - The essential guide to state of the art techniques currently used by the very best financial traders, analysts and fund managers - Provides a complete overview of cutting edge financial markets trading rules, including new material on technical analysis and evaluation - Demonstrates how to apply econometrics, computer modeling, technical and quantitative analysis to generate superior returns
Download or read book Nonlinear Dynamics and Economics written by William A. Barnett and published by Cambridge University Press. This book was released on 1996-10-28 with total page 426 pages. Available in PDF, EPUB and Kindle. Book excerpt: This 1997 book presents developments in nonlinear economic dynamics along with related research from other fields, including mathematics, statistics, biology, and physics.
Download or read book The Theory And Empirics Of Exchange Rates written by Imad A Moosa and published by World Scientific. This book was released on 2009-07-15 with total page 512 pages. Available in PDF, EPUB and Kindle. Book excerpt: Exchange rate economics is an important field of investigation for academics, professionals and policy-makers. This book provides a comprehensive survey of the theory of and empirical evidence on the determination and effects of exchange rates. The exposition utilizes both diagrammatic and mathematical representations of the underlying models. The book is a comprehensive reference for those engaged in this field of research.
