A Forecasting Model for Exchange Rate Changes

A Forecasting Model for Exchange Rate Changes PDF Author: Animesh Ghoshal
Publisher:
ISBN:
Category :
Languages : en
Pages : 42

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Book Description
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).

Currency Forecasting

Currency Forecasting PDF Author: Michael Roy Rosenberg
Publisher:
ISBN:
Category : Business & Economics
Languages : en
Pages : 408

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Book Description
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

Foreign-Exchange-Rate Forecasting with Artificial Neural Networks

Foreign-Exchange-Rate Forecasting with Artificial Neural Networks PDF Author: Lean Yu
Publisher: Springer Science & Business Media
ISBN: 038771720X
Category : Business & Economics
Languages : en
Pages : 323

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Book Description
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.

Literature Review on Exchange Rate Modeling

Literature Review on Exchange Rate Modeling PDF Author: Richard Works
Publisher: Richard Floyd Works
ISBN:
Category : Education
Languages : en
Pages : 63

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Book Description
This is a literature review on exchange rate modeling. This is taken from my doctoral dissertation (My copyright registration number: TX 8-435-669). This may be helpful if you're seeking information on exchange rate, interest rates, gross domestic product, inflation, and money supply. It may also be helpful in understanding the origins of the sticky-price monetary model.

Exchange Rate Determination

Exchange Rate Determination PDF Author: Michael Rosenberg
Publisher: McGraw Hill Professional
ISBN: 9780071415019
Category : Business & Economics
Languages : en
Pages : 300

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Book Description
Models and Strategies for Exchange Rate ForecastingMichael R. RosenbergGetting an accurate exchange rate is critical for any company doing business in today's global economy. Exchange Rate Determination--written by the number one-ranked foreign exchange team in the world--examines the methods used to accurately and profitably forecast foreign exchange rates. This hands-on guidebook uses extensive charts and tables to examine currency option markets, productivity trends and exchange rates; technical analysis methods to improve currency forecasting accuracy; and more.

NBER Macroeconomics Annual 2007

NBER Macroeconomics Annual 2007 PDF Author: Daron Acemoglu
Publisher:
ISBN: 9780226002026
Category : Macroeconomics
Languages : en
Pages : 0

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Book Description
The NBER Macroeconomics Annual provides a forum for important debates in contemporary macroeconomics and major developments in the theory of macroeconomic analysis and policy that include leading economists from a variety of fields. The papers and accompanying discussions in NBER Macroeconomics Annual 2007 address exchange-rate models; implications of credit market frictions; cyclical budgetary policy and economic growth; the impacts of shocks to government spending on consumption, real wages, and employment; dynamic macroeconomic models; and the role of cyclical entry of new firms and products on the nature of business-cycle fluctuations and on the effects of monetary policy.

Forecasting the exchange rate of currencies. A panel data approach

Forecasting the exchange rate of currencies. A panel data approach PDF Author: Sajjad Hossine Sharif
Publisher: GRIN Verlag
ISBN: 3668380651
Category : Business & Economics
Languages : en
Pages : 15

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Book Description
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.

FORECASTING FOREIGN EXCHANGE RATES:A PEDAGOGICAL NOTE

FORECASTING FOREIGN EXCHANGE RATES:A PEDAGOGICAL NOTE PDF Author: Gunter Dufey
Publisher:
ISBN:
Category :
Languages : en
Pages : 20

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Book Description


Exchange Rate Forecasting: Techniques and Applications

Exchange Rate Forecasting: Techniques and Applications PDF Author: I. Moosa
Publisher: Springer
ISBN: 0230379001
Category : Business & Economics
Languages : en
Pages : 420

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Book Description
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, Survey Data, and Implications for the Foreign Exchange Market

Exchange Rate Forecasting Techniques, Survey Data, and Implications for the Foreign Exchange Market PDF Author: International Monetary Fund
Publisher: International Monetary Fund
ISBN: 1451975007
Category : Business & Economics
Languages : en
Pages : 32

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Book Description
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.