Exchange Rate Forecasting Techniques And Applications
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Exchange Rate Forecasting Techniques And Applications
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Author : I. Moosa
language : en
Publisher: Palgrave Macmillan
Release Date : 1999-12-14
Exchange Rate Forecasting Techniques And Applications written by I. Moosa and has been published by Palgrave Macmillan this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999-12-14 with Business & Economics categories.
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.
Exchange Rate Forecasting Techniques And Applications
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Author : I. Moosa
language : en
Publisher: Springer
Release Date : 2016-02-05
Exchange Rate Forecasting Techniques And Applications written by I. Moosa and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-02-05 with Business & Economics categories.
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.
Foreign Exchange Rate Forecasting With Artificial Neural Networks
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Author : Lean Yu
language : en
Publisher: Springer Science & Business Media
Release Date : 2007-08-02
Foreign Exchange Rate Forecasting With Artificial Neural Networks written by Lean Yu and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-08-02 with Business & Economics categories.
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.
Engineering Applications Of Neural Networks
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Author : Lazaros S. Iliadis
language : en
Publisher: Springer
Release Date : 2013-09-25
Engineering Applications Of Neural Networks written by Lazaros S. Iliadis and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-09-25 with Computers categories.
The two volumes set, CCIS 383 and 384, constitutes the refereed proceedings of the 14th International Conference on Engineering Applications of Neural Networks, EANN 2013, held on Halkidiki, Greece, in September 2013. The 91 revised full papers presented were carefully reviewed and selected from numerous submissions. The papers describe the applications of artificial neural networks and other soft computing approaches to various fields such as pattern recognition-predictors, soft computing applications, medical applications of AI, fuzzy inference, evolutionary algorithms, classification, learning and data mining, control techniques-aspects of AI evolution, image and video analysis, classification, pattern recognition, social media and community based governance, medical applications of AI-bioinformatics and learning.
The Theory And Empirics Of Exchange Rates
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Author : Imad A Moosa
language : en
Publisher: World Scientific
Release Date : 2009-07-15
The Theory And Empirics Of Exchange Rates written by Imad A Moosa and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-07-15 with Business & Economics categories.
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.
Neural Networks In Business
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Author : Kate A. Smith
language : en
Publisher: IGI Global
Release Date : 2003-01-01
Neural Networks In Business written by Kate A. Smith and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003-01-01 with Computers categories.
"For professionals, students, and academics interested in applying neural networks to a variety of business applications, this reference book introduces the three most common neural network models and how they work. A wide range of business applications and a series of global case studies are presented to illustrate the neural network models provided. Each model or technique is discussed in detail and used to solve a business problem such as managing direct marketing, calculating foreign exchange rates, and improving cash flow forecasting."
Price Forecasting Techniques And Their Application To Minerals And Metals In The Global Economy
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Author :
language : en
Publisher:
Release Date : 1984
Price Forecasting Techniques And Their Application To Minerals And Metals In The Global Economy written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1984 with Technology & Engineering categories.
Exchange Rate Forecasting Techniques Survey Data And Implications For The Foreign Exchange Market
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Author : International Monetary Fund
language : en
Publisher: International Monetary Fund
Release Date : 1990-05-01
Exchange Rate Forecasting Techniques Survey Data And Implications For The Foreign Exchange Market written by International Monetary Fund and has been published by International Monetary Fund this book supported file pdf, txt, epub, kindle and other format this book has been release on 1990-05-01 with Business & Economics categories.
This paper examines the dynamics of the foreign exchange market. The first half addresses a number of key questions regarding the forecasts of future exchange rates made by market participants, by means of updated estimates using survey data. Here we follow most of the theoretical and empirical literature in acting as if all market participants share the same expectation. The second half then addresses the possibility of heterogeneous expectations, particularly the distinction between “chartists” and “fundamentalists,” and the implications for trading in the foreign exchange market and for the formation of speculative bubbles.
Foreign Exchange Rate Forecasting With Artificial Neural Networks
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Author : Lean Yu
language : en
Publisher: Springer Science & Business Media
Release Date : 2010-02-26
Foreign Exchange Rate Forecasting With Artificial Neural Networks written by Lean Yu and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-02-26 with Business & Economics categories.
The foreign exchange market is one of the most complex dynamic markets with the characteristics of high volatility, nonlinearity and irregularity. Since the Bretton Woods System collapsed in 1970s, the fluctuations in the foreign exchange market are more volatile than ever. Furthermore, some important factors, such as economic growth, trade development, interest rates and inflation rates, have significant impacts on the exchange rate fluctuation. Meantime, these characteristics also make it extremely difficult to predict foreign exchange rates. Therefore, exchange rates forecasting has become a very important and challenge research issue for both academic and ind- trial communities. In this monograph, the authors try to apply artificial neural networks (ANNs) to exchange rates forecasting. Selection of the ANN approach for - change rates forecasting is because of ANNs’ unique features and powerful pattern recognition capability. Unlike most of the traditional model-based forecasting techniques, ANNs are a class of data-driven, self-adaptive, and nonlinear methods that do not require specific assumptions on the und- lying data generating process. These features are particularly appealing for practical forecasting situations where data are abundant or easily available, even though the theoretical model or the underlying relationship is - known. Furthermore, ANNs have been successfully applied to a wide range of forecasting problems in almost all areas of business, industry and engineering. In addition, ANNs have been proved to be a universal fu- tional approximator that can capture any type of complex relationships.
Strategic Business Forecasting
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Author : Jae K. Shim
language : en
Publisher: CRC Press
Release Date : 2000-01-28
Strategic Business Forecasting written by Jae K. Shim and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000-01-28 with Business & Economics categories.
A book on practical business forecasting belongs in the library of everyone interested in business. Forecasting is extremely important to finance and accounting executives, business economists and managers at all levels. Strategic Business Forecasting: The Complete Guide to Forecasting Real World Company Performance provides you with a working knowledge of the fundamentals of business forecasting that can be applied in the real world regardless of the size of the firm. The author explains the basic forecasting methodology and the practical applications. All aspects of business are discussed, making this a comprehensive and valuable reference. The author avoids theoretical and mathematical discussions to gets right into how, when , and why to use this book. Many practical examples, applications, illustrations, guidelines, measures, checklists, rules of thumb, tips, graphs, diagrams and tables aid your comprehension of the subject. The author displays and explains printouts obtained using many popular spreadsheet programs and software packages. The book goes far beyond just sales forecasting, encompassing a wide range of topics of major importance to practical business managers and finance professionals, including cash flow forecasting, cost prediction, earnings forecasts, bankruptcy prediction, foreign exchange forecasting, and interest rate forecasting. Written in an easy-to-read style, it is practical, current, and intriguing - a reference book to use throughout your business career.