Forecasting the exchange rate of currencies. A panel data approach

Forecasting the exchange rate of currencies. A panel data approach

Author: Sajjad Hossine Sharif

Publisher: GRIN Verlag

Published: 2017-01-16

Total Pages: 15

ISBN-13: 3668380651

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Seminar paper from the year 2015 in the subject Business economics - Investment and Finance, grade: A, , course: International Financial Management, language: English, abstract: The exchange rate on a daily basis is an indispensable factor in the foreign exchange market as well as in international trade. Many traders make a profit based on the pip in the foreign exchange market. Moreover, inflation and deflation of a currency against another currency is the root of making a profit in the foreign exchange market. Even in the international trade many individual traders and multi-national corporations always carefully observes the fluctuation of the exchange rate in order to determine the exchange rate efficiently and accurately. Because the more accurate the forecasted exchange rate is, the higher the chance becomes to make a profit only by investing a little amount of money in the foreign exchange market. The exchange rate has also significant impact on the export, import, foreign direct investment etc. This paper pursues the goal to explain how an individual or an organization can formulate future exchange rate of any currency in an efficient and time effective way. To meet this demand, this paper utilizes the help of panel data and a regression model. As a sample, this paper considers USD/BDT for a forecast. It must be noted that, with different panel data of different currencies, the method will remain same if anyone wants to forecast exchange rates of different currencies.


Book Synopsis Forecasting the exchange rate of currencies. A panel data approach by : Sajjad Hossine Sharif

Download or read book Forecasting the exchange rate of currencies. A panel data approach written by Sajjad Hossine Sharif and published by GRIN Verlag. This book was released on 2017-01-16 with total page 15 pages. Available in PDF, EPUB and Kindle. Book excerpt: Seminar paper from the year 2015 in the subject Business economics - Investment and Finance, grade: A, , course: International Financial Management, language: English, abstract: The exchange rate on a daily basis is an indispensable factor in the foreign exchange market as well as in international trade. Many traders make a profit based on the pip in the foreign exchange market. Moreover, inflation and deflation of a currency against another currency is the root of making a profit in the foreign exchange market. Even in the international trade many individual traders and multi-national corporations always carefully observes the fluctuation of the exchange rate in order to determine the exchange rate efficiently and accurately. Because the more accurate the forecasted exchange rate is, the higher the chance becomes to make a profit only by investing a little amount of money in the foreign exchange market. The exchange rate has also significant impact on the export, import, foreign direct investment etc. This paper pursues the goal to explain how an individual or an organization can formulate future exchange rate of any currency in an efficient and time effective way. To meet this demand, this paper utilizes the help of panel data and a regression model. As a sample, this paper considers USD/BDT for a forecast. It must be noted that, with different panel data of different currencies, the method will remain same if anyone wants to forecast exchange rates of different currencies.

Exchange Rate Modelling

Exchange Rate Modelling

Author: Ronald MacDonald

Publisher: Springer Science & Business Media

Published: 2013-04-17

Total Pages: 226

ISBN-13: 1475729979

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Are foreign exchange markets efficient? Are fundamentals important for predicting exchange rate movements? What is the signal-to-ratio of high frequency exchange rate changes? Is it possible to define a measure of the equilibrium exchange rate that is useful from an assessment perspective? The book is a selective survey of current thinking on key topics in exchange rate economics, supplemented throughout by new empirical evidence. The focus is on the use of advanced econometric tools to find answers to these and other questions which are important to practitioners, policy-makers and academic economists. In addition, the book addresses more technical econometric considerations such as the importance of the choice between single-equation and system-wide approaches to modelling the exchange rate, and the reduced form versus structural equation problems. Readers will gain both a comprehensive overview of the way macroeconomists approach exchange rate modelling, and an understanding of how advanced techniques can help them explain and predict the behavior of this crucial economic variable.


Book Synopsis Exchange Rate Modelling by : Ronald MacDonald

Download or read book Exchange Rate Modelling written by Ronald MacDonald and published by Springer Science & Business Media. This book was released on 2013-04-17 with total page 226 pages. Available in PDF, EPUB and Kindle. Book excerpt: Are foreign exchange markets efficient? Are fundamentals important for predicting exchange rate movements? What is the signal-to-ratio of high frequency exchange rate changes? Is it possible to define a measure of the equilibrium exchange rate that is useful from an assessment perspective? The book is a selective survey of current thinking on key topics in exchange rate economics, supplemented throughout by new empirical evidence. The focus is on the use of advanced econometric tools to find answers to these and other questions which are important to practitioners, policy-makers and academic economists. In addition, the book addresses more technical econometric considerations such as the importance of the choice between single-equation and system-wide approaches to modelling the exchange rate, and the reduced form versus structural equation problems. Readers will gain both a comprehensive overview of the way macroeconomists approach exchange rate modelling, and an understanding of how advanced techniques can help them explain and predict the behavior of this crucial economic variable.

Exchange Rate Forecasting Techniques, Survey Data, and Implications for the Foreign Exchange Market

Exchange Rate Forecasting Techniques, Survey Data, and Implications for the Foreign Exchange Market

Author: International Monetary Fund

Publisher: International Monetary Fund

Published: 1990-04-01

Total Pages: 40

ISBN-13: 1451976364

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This paper seeks to advance the discussion of monetary policy strategies in several ways. One involves a comparison of targets for nominal GNP and the price level, with emphasis on specificational robustness and implications for output variability. A second pertains to various “indicator” variables recently suggested by Federal Reserve officials. In this regard, a careful review of the relevant conceptual distinctions--concerning instruments, targets, indicators, etc.--is required. Finally, the proposal that strategy should be conducted so as to place minimal reliance on quantity variables is given attention, in the context of evidence concerning the merits of an interest rate instrument.


Book Synopsis Exchange Rate Forecasting Techniques, Survey Data, and Implications for the Foreign Exchange Market by : International Monetary Fund

Download or read book Exchange Rate Forecasting Techniques, Survey Data, and Implications for the Foreign Exchange Market written by International Monetary Fund and published by International Monetary Fund. This book was released on 1990-04-01 with total page 40 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper seeks to advance the discussion of monetary policy strategies in several ways. One involves a comparison of targets for nominal GNP and the price level, with emphasis on specificational robustness and implications for output variability. A second pertains to various “indicator” variables recently suggested by Federal Reserve officials. In this regard, a careful review of the relevant conceptual distinctions--concerning instruments, targets, indicators, etc.--is required. Finally, the proposal that strategy should be conducted so as to place minimal reliance on quantity variables is given attention, in the context of evidence concerning the merits of an interest rate instrument.

Foreign Exchange Rates

Foreign Exchange Rates

Author: Arif Orçun Söylemez

Publisher: Routledge

Published: 2021-02-07

Total Pages: 83

ISBN-13: 1000357317

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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.


Book Synopsis Foreign Exchange Rates by : Arif Orçun Söylemez

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.

Forecasting Exchange Rates Out-of-sample with Panel Methods and Real-time Data

Forecasting Exchange Rates Out-of-sample with Panel Methods and Real-time Data

Author: Onur Ince

Publisher:

Published: 2013

Total Pages:

ISBN-13:

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Book Synopsis Forecasting Exchange Rates Out-of-sample with Panel Methods and Real-time Data by : Onur Ince

Download or read book Forecasting Exchange Rates Out-of-sample with Panel Methods and Real-time Data written by Onur Ince and published by . This book was released on 2013 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

The Monetary Approach to the Exchange Rate

The Monetary Approach to the Exchange Rate

Author: Mr.Mark P. Taylor

Publisher: International Monetary Fund

Published: 1992-05-01

Total Pages: 28

ISBN-13: 1451978804

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We re-examine the monetary approach to the exchange rate from a number of perspectives, using monthly data on the deutschemark-dollar exchange rate. Using the Campbell-Shiller technique for testing present value models, we reject the restrictions imposed upon the data by the forward-looking rational expectations monetary model. We demonstrate, however, that the monetary model is validated as a long-run equilibrium condition. Moreover, imposing the long-run monetary model restrictions in a dynamic error correction framework leads to exchange rate forecasts which are superior to those generated by a random walk forecasting model.


Book Synopsis The Monetary Approach to the Exchange Rate by : Mr.Mark P. Taylor

Download or read book The Monetary Approach to the Exchange Rate written by Mr.Mark P. Taylor and published by International Monetary Fund. This book was released on 1992-05-01 with total page 28 pages. Available in PDF, EPUB and Kindle. Book excerpt: We re-examine the monetary approach to the exchange rate from a number of perspectives, using monthly data on the deutschemark-dollar exchange rate. Using the Campbell-Shiller technique for testing present value models, we reject the restrictions imposed upon the data by the forward-looking rational expectations monetary model. We demonstrate, however, that the monetary model is validated as a long-run equilibrium condition. Moreover, imposing the long-run monetary model restrictions in a dynamic error correction framework leads to exchange rate forecasts which are superior to those generated by a random walk forecasting model.

Currency Forecasting

Currency Forecasting

Author: Michael Roy Rosenberg

Publisher:

Published: 1996

Total Pages: 408

ISBN-13:

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This text explains the methods and aspects of exchange rate forecasting, including purchasing power, parity, interest rate differentials and technical analysis. Guidelines for reducing risk with forecasting strategies are included, as are techniques for co


Book Synopsis Currency Forecasting by : Michael Roy Rosenberg

Download or read book Currency Forecasting written by Michael Roy Rosenberg and published by . This book was released on 1996 with total page 408 pages. Available in PDF, EPUB and Kindle. Book excerpt: This text explains the methods and aspects of exchange rate forecasting, including purchasing power, parity, interest rate differentials and technical analysis. Guidelines for reducing risk with forecasting strategies are included, as are techniques for co

Adaptive Forecasting of Exchange Rates with Panel Data

Adaptive Forecasting of Exchange Rates with Panel Data

Author: Leonardo Morales-Arias

Publisher:

Published: 2010

Total Pages: 48

ISBN-13:

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Book Synopsis Adaptive Forecasting of Exchange Rates with Panel Data by : Leonardo Morales-Arias

Download or read book Adaptive Forecasting of Exchange Rates with Panel Data written by Leonardo Morales-Arias and published by . This book was released on 2010 with total page 48 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Exchange Rate Forecasting

Exchange Rate Forecasting

Author: Christian Dunis

Publisher: Irwin Professional Publishing

Published: 1989

Total Pages: 356

ISBN-13: 9781557381002

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Book Synopsis Exchange Rate Forecasting by : Christian Dunis

Download or read book Exchange Rate Forecasting written by Christian Dunis and published by Irwin Professional Publishing. This book was released on 1989 with total page 356 pages. Available in PDF, EPUB and Kindle. Book excerpt:

A Forecasting Model for Exchange Rate Changes

A Forecasting Model for Exchange Rate Changes

Author: Animesh Ghoshal

Publisher:

Published: 1980

Total Pages: 42

ISBN-13:

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This study develops a discriminant analysis model to predict changes in exchange rates of foreign currencies over the medium term. Using annual economic data for 20 major countries for the years 1972 through 1978, the study identified relevant economic variables which correctly classified the currency of a country as appreciating or depreciating against the U.S. dollar one year in the future. Because annual data are available in April, the model would give approximately eight months early warning. Four variables--international reserves, money supply, price levels, and current balance of payments--were found to have significant explanatory power. The model determined approximate weights for each variable. Overall, the model had a prediction accuracy of 75%. A holdout sample of predictions for 1979 had a classification accuracy of 80%. The model predicts only the direction of exchange rate change one year in the future. It does not consider the magnitude of change nor movements in exchange rates during the year. An attempt at a three-way classification to isolate currencies which changed less than 10% gave a relatively low classification accuracy of 55%. (Author).


Book Synopsis A Forecasting Model for Exchange Rate Changes by : Animesh Ghoshal

Download or read book A Forecasting Model for Exchange Rate Changes written by Animesh Ghoshal and published by . This book was released on 1980 with total page 42 pages. Available in PDF, EPUB and Kindle. Book excerpt: This study develops a discriminant analysis model to predict changes in exchange rates of foreign currencies over the medium term. Using annual economic data for 20 major countries for the years 1972 through 1978, the study identified relevant economic variables which correctly classified the currency of a country as appreciating or depreciating against the U.S. dollar one year in the future. Because annual data are available in April, the model would give approximately eight months early warning. Four variables--international reserves, money supply, price levels, and current balance of payments--were found to have significant explanatory power. The model determined approximate weights for each variable. Overall, the model had a prediction accuracy of 75%. A holdout sample of predictions for 1979 had a classification accuracy of 80%. The model predicts only the direction of exchange rate change one year in the future. It does not consider the magnitude of change nor movements in exchange rates during the year. An attempt at a three-way classification to isolate currencies which changed less than 10% gave a relatively low classification accuracy of 55%. (Author).