Author: Arif Orçun Söylemez
Publisher: Routledge
ISBN: 1000357317
Category : Business & Economics
Languages : en
Pages : 83
Book Description
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.
Foreign Exchange Rates
Author: Arif Orçun Söylemez
Publisher: Routledge
ISBN: 1000357317
Category : Business & Economics
Languages : en
Pages : 83
Book Description
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.
Publisher: Routledge
ISBN: 1000357317
Category : Business & Economics
Languages : en
Pages : 83
Book Description
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
Author: Jessica James
Publisher: John Wiley & Sons
ISBN: 1118445775
Category : Business & Economics
Languages : en
Pages : 674
Book Description
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.
Publisher: John Wiley & Sons
ISBN: 1118445775
Category : Business & Economics
Languages : en
Pages : 674
Book Description
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.
Introduction to Foreign Exchange Rates, Second Edition
Author: Thomas J. O'Brien
Publisher: Business Expert Press
ISBN: 1631576135
Category : Business & Economics
Languages : en
Pages : 175
Book Description
As managers expand their international business operations, they are confronted by the puzzling and vexing world of foreign exchange (FX) rates. This book is designed as a resource that can help managers quickly understand and navigate the FX market. The text may be used as an introductory module in a course in international finance, whether the course is oriented to international markets, international investments, or international corporate finance. The primary intended audience is an applied MBA course aimed at executives, managers, and would-be managers. After an introduction to FX rates, the author covers the important topic FX rate valuation. It is important for managers to understand when an FX rate may be incorrectly valued, as this situation may have a bearing on corporate decisions on strategy, risk management, capital structure, and overseas investments and operations. He also discusses the mechanics of forward FX contracts and their use in managing the risk of future foreign currency cash flow and includes a case that unifies the ideas. The case company is faced with FX exposure in the revenues from a proposed new foreign customer. The decision maker applies the text material to estimate whether the FX rate is over-, under-, or correctly valued. The final decisions are whether to expand sales to the foreign market and whether to hedge the FX risk.
Publisher: Business Expert Press
ISBN: 1631576135
Category : Business & Economics
Languages : en
Pages : 175
Book Description
As managers expand their international business operations, they are confronted by the puzzling and vexing world of foreign exchange (FX) rates. This book is designed as a resource that can help managers quickly understand and navigate the FX market. The text may be used as an introductory module in a course in international finance, whether the course is oriented to international markets, international investments, or international corporate finance. The primary intended audience is an applied MBA course aimed at executives, managers, and would-be managers. After an introduction to FX rates, the author covers the important topic FX rate valuation. It is important for managers to understand when an FX rate may be incorrectly valued, as this situation may have a bearing on corporate decisions on strategy, risk management, capital structure, and overseas investments and operations. He also discusses the mechanics of forward FX contracts and their use in managing the risk of future foreign currency cash flow and includes a case that unifies the ideas. The case company is faced with FX exposure in the revenues from a proposed new foreign customer. The decision maker applies the text material to estimate whether the FX rate is over-, under-, or correctly valued. The final decisions are whether to expand sales to the foreign market and whether to hedge the FX risk.
Exchange-Rate Dynamics
Author: Martin D. D. Evans
Publisher: Princeton University Press
ISBN: 1400838843
Category : Business & Economics
Languages : en
Pages : 561
Book Description
A comprehensive and in-depth look at exchange-rate dynamics Variations in the foreign exchange market influence all aspects of the world economy, and understanding these dynamics is one of the great challenges of international economics. This book provides a new, comprehensive, and in-depth examination of the standard theories and latest research in exchange-rate economics. Covering a vast swath of theoretical and empirical work, the book explores established theories of exchange-rate determination using macroeconomic fundamentals, and presents unique microbased approaches that combine the insights of microstructure models with the macroeconomic forces driving currency trading. Macroeconomic models have long assumed that agents—households, firms, financial institutions, and central banks—all have the same information about the structure of the economy and therefore hold the same expectations and uncertainties regarding foreign currency returns. Microbased models, however, look at how heterogeneous information influences the trading decisions of agents and becomes embedded in exchange rates. Replicating key features of actual currency markets, these microbased models generate a rich array of empirical predictions concerning trading patterns and exchange-rate dynamics that are strongly supported by data. The models also show how changing macroeconomic conditions exert an influence on short-term exchange-rate dynamics via their impact on currency trading. Designed for graduate courses in international macroeconomics, international finance, and finance, and as a go-to reference for researchers in international economics, Exchange-Rate Dynamics guides readers through a range of literature on exchange-rate determination, offering fresh insights for further reading and research. Comprehensive and in-depth examination of the latest research in exchange-rate economics Outlines theoretical and empirical research across the spectrum of modeling approaches Presents new results on the importance of currency trading in exchange-rate determination Provides new perspectives on long-standing puzzles in exchange-rate economics End-of-chapter questions cement key ideas
Publisher: Princeton University Press
ISBN: 1400838843
Category : Business & Economics
Languages : en
Pages : 561
Book Description
A comprehensive and in-depth look at exchange-rate dynamics Variations in the foreign exchange market influence all aspects of the world economy, and understanding these dynamics is one of the great challenges of international economics. This book provides a new, comprehensive, and in-depth examination of the standard theories and latest research in exchange-rate economics. Covering a vast swath of theoretical and empirical work, the book explores established theories of exchange-rate determination using macroeconomic fundamentals, and presents unique microbased approaches that combine the insights of microstructure models with the macroeconomic forces driving currency trading. Macroeconomic models have long assumed that agents—households, firms, financial institutions, and central banks—all have the same information about the structure of the economy and therefore hold the same expectations and uncertainties regarding foreign currency returns. Microbased models, however, look at how heterogeneous information influences the trading decisions of agents and becomes embedded in exchange rates. Replicating key features of actual currency markets, these microbased models generate a rich array of empirical predictions concerning trading patterns and exchange-rate dynamics that are strongly supported by data. The models also show how changing macroeconomic conditions exert an influence on short-term exchange-rate dynamics via their impact on currency trading. Designed for graduate courses in international macroeconomics, international finance, and finance, and as a go-to reference for researchers in international economics, Exchange-Rate Dynamics guides readers through a range of literature on exchange-rate determination, offering fresh insights for further reading and research. Comprehensive and in-depth examination of the latest research in exchange-rate economics Outlines theoretical and empirical research across the spectrum of modeling approaches Presents new results on the importance of currency trading in exchange-rate determination Provides new perspectives on long-standing puzzles in exchange-rate economics End-of-chapter questions cement key ideas
Foreign Exchange Rates and International Finance
Author: John N. Kallianiotis
Publisher:
ISBN: 9781536165500
Category : Foreign exchange rates
Languages : en
Pages : 0
Book Description
History of monetary system --Balance of payments and exchange rates --The foreign exchange markets --Exchange rate determination and forecasting --Exchange rates and international parity conditions --Foreign currency derivatives --Foreign exchange exposure and its management --Multinational corporations and international cost of capital --Multinational capital budgeting --Foreign direct investment and portfolio theory --International trade finance --Political risk and its management.
Publisher:
ISBN: 9781536165500
Category : Foreign exchange rates
Languages : en
Pages : 0
Book Description
History of monetary system --Balance of payments and exchange rates --The foreign exchange markets --Exchange rate determination and forecasting --Exchange rates and international parity conditions --Foreign currency derivatives --Foreign exchange exposure and its management --Multinational corporations and international cost of capital --Multinational capital budgeting --Foreign direct investment and portfolio theory --International trade finance --Political risk and its management.
On Exchange Rates
Author: Jeffrey A. Frankel
Publisher: MIT Press
ISBN: 9780262061544
Category : Business & Economics
Languages : en
Pages : 468
Book Description
These seventeen essays provide an accessible and thorough reference for understanding the role of exchange rates in the international monetary system since 1973, when the rates were allowed to float. The essays analyze such issues as exchange rate movements, exchange risk premia, investor expectations of exchange rates and behavior of exchange rates in different systems. Frankel's sound empirical treatment of exchange rate questions shows that it is possible to produce work that is interesting from a purely intellectual viewpoint while contributing to practical knowledge of the real world of international economics and finance.The essays have been organized in a way that provides an introduction to the field of empirical international finance. Part I documents the steady reduction in barriers to international capital movement and leads logically to part II, which explains how exchange rates are determined. Both monetary and portfolio-based models are surveyed in part II, providing a clear transition to the topic of part III; the possible existence of an exchange risk premium. Part IV applies the tools discussed in earlier sections to explore various policy questions related to exchange rate expectations such as whether foreign exchange intervention matters and whether the European monetary system had become credible by 1991. Each part begins with a detailed introduction explaining not only the central issues of that section but also suggesting connections with other essays in the book.Jeffrey A. Frankel is Professor of Economics at the University of California, Berkeley.
Publisher: MIT Press
ISBN: 9780262061544
Category : Business & Economics
Languages : en
Pages : 468
Book Description
These seventeen essays provide an accessible and thorough reference for understanding the role of exchange rates in the international monetary system since 1973, when the rates were allowed to float. The essays analyze such issues as exchange rate movements, exchange risk premia, investor expectations of exchange rates and behavior of exchange rates in different systems. Frankel's sound empirical treatment of exchange rate questions shows that it is possible to produce work that is interesting from a purely intellectual viewpoint while contributing to practical knowledge of the real world of international economics and finance.The essays have been organized in a way that provides an introduction to the field of empirical international finance. Part I documents the steady reduction in barriers to international capital movement and leads logically to part II, which explains how exchange rates are determined. Both monetary and portfolio-based models are surveyed in part II, providing a clear transition to the topic of part III; the possible existence of an exchange risk premium. Part IV applies the tools discussed in earlier sections to explore various policy questions related to exchange rate expectations such as whether foreign exchange intervention matters and whether the European monetary system had become credible by 1991. Each part begins with a detailed introduction explaining not only the central issues of that section but also suggesting connections with other essays in the book.Jeffrey A. Frankel is Professor of Economics at the University of California, Berkeley.
Changes in Exchange Rates in Rapidly Developing Countries
Author: Takatoshi Ito
Publisher: University of Chicago Press
ISBN: 0226386937
Category : Business & Economics
Languages : en
Pages : 466
Book Description
The exchange rate is a crucial variable linking a nation's domestic economy to the international market. Thus choice of an exchange rate regime is a central component in the economic policy of developing countries and a key factor affecting economic growth. Historically, most developing nations have employed strict exchange rate controls and heavy protection of domestic industry-policies now thought to be at odds with sustainable and desirable rates of economic growth. By contrast, many East Asian nations maintained exchange rate regimes designed to achieve an attractive climate for exports and an "outer-oriented" development strategy. The result has been rapid and consistent economic growth over the past few decades. Changes in Exchange Rates in Rapidly Developing Countries explores the impact of such diverse exchange control regimes in both historical and regional contexts, focusing particular attention on East Asia. This comprehensive, carefully researched volume will surely become a standard reference for scholars and policymakers.
Publisher: University of Chicago Press
ISBN: 0226386937
Category : Business & Economics
Languages : en
Pages : 466
Book Description
The exchange rate is a crucial variable linking a nation's domestic economy to the international market. Thus choice of an exchange rate regime is a central component in the economic policy of developing countries and a key factor affecting economic growth. Historically, most developing nations have employed strict exchange rate controls and heavy protection of domestic industry-policies now thought to be at odds with sustainable and desirable rates of economic growth. By contrast, many East Asian nations maintained exchange rate regimes designed to achieve an attractive climate for exports and an "outer-oriented" development strategy. The result has been rapid and consistent economic growth over the past few decades. Changes in Exchange Rates in Rapidly Developing Countries explores the impact of such diverse exchange control regimes in both historical and regional contexts, focusing particular attention on East Asia. This comprehensive, carefully researched volume will surely become a standard reference for scholars and policymakers.
Exchange Rates and International Financial Economics
Author: J. Kallianiotis
Publisher: Springer
ISBN: 1137318880
Category : Business & Economics
Languages : en
Pages : 333
Book Description
The recent financial crisis has troubled the US, Europe, and beyond, and is indicative of the integrated world in which we live. Today, transactions take place with the use of foreign currencies, and their values affect the nations' economies and their citizens' welfare. Exchange Rates and International Financial Economics provides readers with the historic, theoretical, and practical knowledge of these relative prices among currencies. While much of the previous work on the topic has been simply descriptive or theoretical, Kallianiotis gives a unique and intimate understanding of international exchange rates and their place in an increasingly globalized world.
Publisher: Springer
ISBN: 1137318880
Category : Business & Economics
Languages : en
Pages : 333
Book Description
The recent financial crisis has troubled the US, Europe, and beyond, and is indicative of the integrated world in which we live. Today, transactions take place with the use of foreign currencies, and their values affect the nations' economies and their citizens' welfare. Exchange Rates and International Financial Economics provides readers with the historic, theoretical, and practical knowledge of these relative prices among currencies. While much of the previous work on the topic has been simply descriptive or theoretical, Kallianiotis gives a unique and intimate understanding of international exchange rates and their place in an increasingly globalized world.
Foreign-Exchange-Rate Forecasting with Artificial Neural Networks
Author: Lean Yu
Publisher: Springer Science & Business Media
ISBN: 038771720X
Category : Business & Economics
Languages : en
Pages : 323
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.
Publisher: Springer Science & Business Media
ISBN: 038771720X
Category : Business & Economics
Languages : en
Pages : 323
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.
Exchange Rate Regimes
Author: Atish R. Ghosh
Publisher: MIT Press
ISBN: 9780262072403
Category : Business & Economics
Languages : en
Pages : 252
Book Description
An empirical study of exchange rate regimes based on data compiled from 150 member countries of the International Monetary Fund over the past thirty years. Few topics in international economics are as controversial as the choice of an exchange rate regime. Since the breakdown of the Bretton Woods system in the early 1970s, countries have adopted a wide variety of regimes, ranging from pure floats at one extreme to currency boards and dollarization at the other. While a vast theoretical literature explores the choice and consequences of exchange rate regimes, the abundance of possible effects makes it difficult to establish clear relationships between regimes and common macroeconomic policy targets such as inflation and growth. This book takes a systematic look at the evidence on macroeconomic performance under alternative exchange rate regimes, drawing on the experience of some 150 member countries of the International Monetary Fund over the past thirty years. Among other questions, it asks whether pegging the exchange rate leads to lower inflation, whether floating exchange rates are associated with faster output growth, and whether pegged regimes are particularly prone to currency and other crises. The book draws on history and theory to delineate the debate and on standard statistical methods to assess the empirical evidence, and includes a CD-ROM containing the data set used.
Publisher: MIT Press
ISBN: 9780262072403
Category : Business & Economics
Languages : en
Pages : 252
Book Description
An empirical study of exchange rate regimes based on data compiled from 150 member countries of the International Monetary Fund over the past thirty years. Few topics in international economics are as controversial as the choice of an exchange rate regime. Since the breakdown of the Bretton Woods system in the early 1970s, countries have adopted a wide variety of regimes, ranging from pure floats at one extreme to currency boards and dollarization at the other. While a vast theoretical literature explores the choice and consequences of exchange rate regimes, the abundance of possible effects makes it difficult to establish clear relationships between regimes and common macroeconomic policy targets such as inflation and growth. This book takes a systematic look at the evidence on macroeconomic performance under alternative exchange rate regimes, drawing on the experience of some 150 member countries of the International Monetary Fund over the past thirty years. Among other questions, it asks whether pegging the exchange rate leads to lower inflation, whether floating exchange rates are associated with faster output growth, and whether pegged regimes are particularly prone to currency and other crises. The book draws on history and theory to delineate the debate and on standard statistical methods to assess the empirical evidence, and includes a CD-ROM containing the data set used.