Forecasting The Weekly Volatility Of Foreign Exchange Rates
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Forecasting The Weekly Volatility Of Foreign Exchange Rates
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Author : Swee Sim Foong
language : en
Publisher:
Release Date : 2000
Forecasting The Weekly Volatility Of Foreign Exchange Rates written by Swee Sim Foong and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000 with categories.
Forecasting The Daily Volatility Of Foreign Exchange Rates
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Author : Chee Wooi Hooy
language : en
Publisher:
Release Date : 2000
Forecasting The Daily Volatility Of Foreign Exchange Rates written by Chee Wooi Hooy and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000 with categories.
Exchange Rate Volatility In Emerging Economies
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Author : Abdulkader M. ALJANDALI
language : en
Publisher: Transnational Press London
Release Date : 2018-04-13
Exchange Rate Volatility In Emerging Economies written by Abdulkader M. ALJANDALI and has been published by Transnational Press London this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-04-13 with Business & Economics categories.
This book is a contribution to the knowledge concerning the volatility and forecasting of exchange rates in the emerging markets. It focuses on the exchange rates of the leading trading blocs in that part of the world and examines exchange rates of selected emerging countries across continents in order to explain local and regional variations in exchange rates and the determinants of fluctuations in selected countries in Africa, Asia, Central and Latin America. Exchange rates of countries from the four different regions are investigated separately, followed by analysis within and across regions to identify common patterns of exchange rates fluctuations. Monthly forecasts are generated for a period of 24 months to test the performance of the times series, cointegration and combination techniques used in this book. The results show that exchange rates of countries in the same region behave similarly following a shock to the system. Additionally, exchange rates of countries at the same stage of development albeit in different geographical location (Central America, Southern Africa, Latin America and Southeast Asia) share some similarities. In this book, I argue that all exchange rates examined have been volatile. Contents PrefaceChapter I. IntroductionChapter II. Foreign Exchange Forecasting using Macroeconomic VariablesChapter III. Empirical Methods and ApplicationsChapter IV. Times Series ForecastingChapter V. ARDL Cointegration ForecastingChapter VI Combination Forecasting of Exchange RatesChapter VII Conclusions, Summary and Recommendations for Policy MakersAppendix 1 Exchange rate plots over time
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 Rates
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Author : Arif Orçun Söylemez
language : en
Publisher: Routledge
Release Date : 2021-02-07
Foreign Exchange Rates written by Arif Orçun Söylemez and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-02-07 with Business & Economics categories.
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.
Handbook Of Exchange Rates
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Author : Jessica James
language : en
Publisher: John Wiley & Sons
Release Date : 2012-05-29
Handbook Of Exchange Rates written by Jessica James and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-05-29 with Business & Economics categories.
Praise for Handbook of Exchange Rates “This book is remarkable. I expect it to become the anchor reference for people working in the foreign exchange field.” —Richard K. Lyons, Dean and Professor of Finance, Haas School of Business, University of California Berkeley “It is quite easily the most wide ranging treaty of expertise on the forex market I have ever come across. I will be keeping a copy close to my fingertips.” —Jim O’Neill, Chairman, Goldman Sachs Asset Management How should we evaluate the forecasting power of models? What are appropriate loss functions for major market participants? Is the exchange rate the only means of adjustment? Handbook of Exchange Rates answers these questions and many more, equipping readers with the relevant concepts and policies for working in today’s international economic climate. Featuring contributions written by leading specialists from the global financial arena, this handbook provides a collection of original ideas on foreign exchange (FX) rates in four succinct sections: • Overview introduces the history of the FX market and exchange rate regimes, discussing key instruments in the trading environment as well as macro and micro approaches to FX determination. • Exchange Rate Models and Methods focuses on forecasting exchange rates, featuring methodological contributions on the statistical methods for evaluating forecast performance, parity relationships, fair value models, and flow–based models. • FX Markets and Products outlines active currency management, currency hedging, hedge accounting; high frequency and algorithmic trading in FX; and FX strategy-based products. • FX Markets and Policy explores the current policies in place in global markets and presents a framework for analyzing financial crises. Throughout the book, topics are explored in-depth alongside their founding principles. Each chapter uses real-world examples from the financial industry and concludes with a summary that outlines key points and concepts. Handbook of Exchange Rates is an essential reference for fund managers and investors as well as practitioners and researchers working in finance, banking, business, and econometrics. The book also serves as a valuable supplement for courses on economics, business, and international finance at the upper-undergraduate and graduate levels.
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.
Currency Options And Exchange Rate Economics
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Author : Zhaohui Chen
language : en
Publisher: World Scientific
Release Date : 1998-04-21
Currency Options And Exchange Rate Economics written by Zhaohui Chen and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 1998-04-21 with Business & Economics categories.
This volume is a collection of classical and recent empirical studies of currency options and their implications for issues of exchange rate economics, such as exchange rate risk premium, volatility, market expectations, and credibility of exchange rate regimes. It contains applications on how to extract useful information from option market data for financial forecasting policy purposes. The subjects are discussed in a self-contained, user-friendly format, with introductory chapters on currency option theory and currency option markets.The book can be used as supplementary reading for graduate finance and international economics courses, as training material for central bank and regulatory authorities, or as a reference book for financial analysts.
Excess Volatility And The Asset Pricing Exchange Rate Model With Unobservable Fundamentals
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Author : Mr.Lorenzo Giorgianni
language : en
Publisher: International Monetary Fund
Release Date : 1999-05-01
Excess Volatility And The Asset Pricing Exchange Rate Model With Unobservable Fundamentals written by Mr.Lorenzo Giorgianni 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 1999-05-01 with Business & Economics categories.
This paper presents a method to test the volatility predictions of the textbook asset-pricing exchange rate model, which imposes minimal structure on the data and does not commit to a choice of exchange rate “fundamentals.” Our method builds on existing tests of excess volatility in asset prices, combining them with a procedure that extracts unobservable fundamentals from survey-based exchange rate expectations. We apply our method to data for the three major exchange rates since 1984 and find broad evidence of excess exchange rate volatility with respect to the predictions of the canonical asset-pricing model in an efficient market.
Forecasting Volatility In The Financial Markets
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Author : John Knight
language : en
Publisher: Butterworth-Heinemann
Release Date : 1998
Forecasting Volatility In The Financial Markets written by John Knight and has been published by Butterworth-Heinemann this book supported file pdf, txt, epub, kindle and other format this book has been release on 1998 with Business forecasting categories.
An aid to understanding the significance of volatility in the financial market, this text details modelling/forecasting techniques and uses a technical survey to define the models of volatility and return and explain the ways to measure risk. Applications in the financial markets are then detailed.
