Foreign-Exchange-Rate Forecasting with Artificial Neural Networks

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Author :
Publisher : Springer Science & Business Media
ISBN 13 : 038771720X
Total Pages : 323 pages
Book Rating : 4.3/5 (877 download)

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Book Synopsis Foreign-Exchange-Rate Forecasting with Artificial Neural Networks by : Lean Yu

Download or read book Foreign-Exchange-Rate Forecasting with Artificial Neural Networks written by Lean Yu and published by Springer Science & Business Media. This book was released on 2010-02-26 with total page 323 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 Determination

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Publisher : McGraw Hill Professional
ISBN 13 : 9780071415019
Total Pages : 300 pages
Book Rating : 4.4/5 (15 download)

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Book Synopsis Exchange Rate Determination by : Michael Rosenberg

Download or read book Exchange Rate Determination written by Michael Rosenberg and published by McGraw Hill Professional. This book was released on 2003-05-19 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Currency Forecasting

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Publisher :
ISBN 13 :
Total Pages : 408 pages
Book Rating : 4.:/5 (321 download)

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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

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

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Publisher : International Monetary Fund
ISBN 13 : 1451975007
Total Pages : 32 pages
Book Rating : 4.4/5 (519 download)

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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 1990-05-01 with total page 32 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Handbook of Exchange Rates

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Publisher : John Wiley & Sons
ISBN 13 : 1118445775
Total Pages : 674 pages
Book Rating : 4.1/5 (184 download)

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Book Synopsis Handbook of Exchange Rates by : Jessica James

Download or read book Handbook of Exchange Rates written by Jessica James and published by John Wiley & Sons. This book was released on 2012-05-29 with total page 674 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Exchange Rates and International Financial Economics

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Author :
Publisher : Springer
ISBN 13 : 1137318880
Total Pages : 333 pages
Book Rating : 4.1/5 (373 download)

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Book Synopsis Exchange Rates and International Financial Economics by : J. Kallianiotis

Download or read book Exchange Rates and International Financial Economics written by J. Kallianiotis and published by Springer. This book was released on 2013-10-02 with total page 333 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

NBER Macroeconomics Annual 2007

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Publisher :
ISBN 13 : 9780226002026
Total Pages : 0 pages
Book Rating : 4.0/5 (2 download)

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Book Synopsis NBER Macroeconomics Annual 2007 by : Daron Acemoglu

Download or read book NBER Macroeconomics Annual 2007 written by Daron Acemoglu and published by . This book was released on 2008-03 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Capital Markets and Investment Decision Making

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Publisher : Springer
ISBN 13 : 813223748X
Total Pages : 357 pages
Book Rating : 4.1/5 (322 download)

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Book Synopsis Capital Markets and Investment Decision Making by : Raj S. Dhankar

Download or read book Capital Markets and Investment Decision Making written by Raj S. Dhankar and published by Springer. This book was released on 2019-04-25 with total page 357 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book discusses capital markets and investment decision-making, focusing on the globalisation of the world economy. It presents empirically tested results from Indian and Southwest Asian stock markets and offers valuable insights into the working of Indian capital markets. The book is divided into four parts: the first part examines capital-market operations, particularly clearance and settlement processes, and stock market operations. The second part then addresses the functioning of global markets and investment decisions; more specifically it explores calendar anomalies, dependencies, overreaction effect, causality effect and stock returns volatility in South Asia, U.S. and global stock markets as a whole. Part three covers issues relating to capital structure, values of firm and investment strategies. Lastly, part four discusses emerging issues in finance like behavioral finance, Islamic finance, and international financial reporting standards. The book fills the gap in the existing finance literature and helps fund managers and individual investors make more accurate investment decisions.

Exchange Rate Forecasting

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Author :
Publisher : Irwin Professional Publishing
ISBN 13 : 9781557381002
Total Pages : 356 pages
Book Rating : 4.3/5 (81 download)

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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:

R and Data Mining

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Publisher : Academic Press
ISBN 13 : 012397271X
Total Pages : 251 pages
Book Rating : 4.1/5 (239 download)

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Book Synopsis R and Data Mining by : Yanchang Zhao

Download or read book R and Data Mining written by Yanchang Zhao and published by Academic Press. This book was released on 2012-12-31 with total page 251 pages. Available in PDF, EPUB and Kindle. Book excerpt: R and Data Mining introduces researchers, post-graduate students, and analysts to data mining using R, a free software environment for statistical computing and graphics. The book provides practical methods for using R in applications from academia to industry to extract knowledge from vast amounts of data. Readers will find this book a valuable guide to the use of R in tasks such as classification and prediction, clustering, outlier detection, association rules, sequence analysis, text mining, social network analysis, sentiment analysis, and more.Data mining techniques are growing in popularity in a broad range of areas, from banking to insurance, retail, telecom, medicine, research, and government. This book focuses on the modeling phase of the data mining process, also addressing data exploration and model evaluation.With three in-depth case studies, a quick reference guide, bibliography, and links to a wealth of online resources, R and Data Mining is a valuable, practical guide to a powerful method of analysis. - Presents an introduction into using R for data mining applications, covering most popular data mining techniques - Provides code examples and data so that readers can easily learn the techniques - Features case studies in real-world applications to help readers apply the techniques in their work

The Big Data-Driven Digital Economy: Artificial and Computational Intelligence

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Publisher : Springer Nature
ISBN 13 : 3030730573
Total Pages : 472 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis The Big Data-Driven Digital Economy: Artificial and Computational Intelligence by : Abdalmuttaleb M. A. Musleh Al-Sartawi

Download or read book The Big Data-Driven Digital Economy: Artificial and Computational Intelligence written by Abdalmuttaleb M. A. Musleh Al-Sartawi and published by Springer Nature. This book was released on 2021-05-28 with total page 472 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book shows digital economy has become one of the most sought out solutions to sustainable development and economic growth of nations. This book discusses the implications of both artificial intelligence and computational intelligence in the digital economy providing a holistic view on AI education, economics, finance, sustainability, ethics, governance, cybersecurity, blockchain, and knowledge management. Unlike other books, this book brings together two important areas, intelligence systems and big data in the digital economy, with special attention given to the opportunities, challenges, for education, business growth, and economic progression of nations. The chapters hereby focus on how societies can take advantage and manage data, as well as the limitations they face due to the complexity of resources in the form of digital data and the intelligence which will support economists, financial managers, engineers, ICT specialists, digital managers, data managers, policymakers, regulators, researchers, academics, students, economic development strategies, and the efforts made by the UN towards achieving their sustainability goals.

Intelligent and Fuzzy Techniques for Emerging Conditions and Digital Transformation

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Publisher : Springer Nature
ISBN 13 : 3030855775
Total Pages : 899 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Intelligent and Fuzzy Techniques for Emerging Conditions and Digital Transformation by : Cengiz Kahraman

Download or read book Intelligent and Fuzzy Techniques for Emerging Conditions and Digital Transformation written by Cengiz Kahraman and published by Springer Nature. This book was released on 2021-08-23 with total page 899 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents recent research in intelligent and fuzzy techniques. Emerging conditions such as pandemic, wars, natural disasters and various high technologies force people for significant changes in business and social life. The adoption of digital technologies to transform services or businesses, through replacing non-digital or manual processes with digital processes or replacing older digital technology with newer digital technologies through intelligent systems is the main scope of this book. It focuses on revealing the reflection of digital transformation in our business and social life under emerging conditions through intelligent and fuzzy systems. The latest intelligent and fuzzy methods and techniques on digital transformation are introduced by theory and applications. The intended readers are intelligent and fuzzy systems researchers, lecturers, M.Sc. and Ph.D. students studying digital transformation. Usage of ordinary fuzzy sets and their extensions, heuristics and metaheuristics from optimization to machine learning, from quality management to risk management makes the book an excellent source for researchers.

Exchange Rate Economics

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Publisher : Routledge
ISBN 13 : 1134838220
Total Pages : 334 pages
Book Rating : 4.1/5 (348 download)

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Book Synopsis Exchange Rate Economics by : Ronald MacDonald

Download or read book Exchange Rate Economics written by Ronald MacDonald and published by Routledge. This book was released on 2005 with total page 334 pages. Available in PDF, EPUB and Kindle. Book excerpt: ''In summary, the book is valuable as a textbook both at the advanced undergraduate level and at the graduate level. It is also very useful for the economist who wants to be brought up-to-date on theoretical and empirical research on exchange rate behaviour.'' ""Journal of International Economics""

The Exchange Rate Environment

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Publisher : Routledge
ISBN 13 : 1351757520
Total Pages : 375 pages
Book Rating : 4.3/5 (517 download)

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Book Synopsis The Exchange Rate Environment by : Simon Brooks

Download or read book The Exchange Rate Environment written by Simon Brooks and published by Routledge. This book was released on 2017-04-21 with total page 375 pages. Available in PDF, EPUB and Kindle. Book excerpt: Originally published in 1986. This helpful text sets out what appears to make exchange rates change and shows how these various factors contribute to an explanation of the past. It considers the problems of providing satisfactory forecasts of the exchange rate while presenting the methods used, outlining their drawbacks and speculating on future ways forward. Laid out to move from empirical issues to theory and on to policy, this book is easily of use to those interested in macroeconomics, applied economics and international economics as well as economic history.

Imperfect Knowledge Economics

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Publisher : Princeton University Press
ISBN 13 : 0691261156
Total Pages : 368 pages
Book Rating : 4.6/5 (912 download)

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Book Synopsis Imperfect Knowledge Economics by : Roman Frydman

Download or read book Imperfect Knowledge Economics written by Roman Frydman and published by Princeton University Press. This book was released on 2023-09-26 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt: Posing a major challenge to economic orthodoxy, Imperfect Knowledge Economics asserts that exact models of purposeful human behavior are beyond the reach of economic analysis. Roman Frydman and Michael Goldberg argue that the longstanding empirical failures of conventional economic models stem from their futile efforts to make exact predictions about the consequences of rational, self-interested behavior. Such predictions, based on mechanistic models of human behavior, disregard the importance of individual creativity and unforeseeable sociopolitical change. Scientific though these explanations may appear, they usually fail to predict how markets behave. And, the authors contend, recent behavioral models of the market are no less mechanistic than their conventional counterparts: they aim to generate exact predictions of "irrational" human behavior. Frydman and Goldberg offer a long-overdue response to the shortcomings of conventional economic models. Drawing attention to the inherent limits of economists' knowledge, they introduce a new approach to economic analysis: Imperfect Knowledge Economics (IKE). IKE rejects exact quantitative predictions of individual decisions and market outcomes in favor of mathematical models that generate only qualitative predictions of economic change. Using the foreign exchange market as a testing ground for IKE, this book sheds new light on exchange-rate and risk-premium movements, which have confounded conventional models for decades. Offering a fresh way to think about markets and representing a potential turning point in economics, Imperfect Knowledge Economics will be essential reading for economists, policymakers, and professional investors.

Financial Forecasting for Business and Economics

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Publisher :
ISBN 13 :
Total Pages : 242 pages
Book Rating : 4.3/5 (512 download)

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Book Synopsis Financial Forecasting for Business and Economics by : Eduard Jan Bomhoff

Download or read book Financial Forecasting for Business and Economics written by Eduard Jan Bomhoff and published by . This book was released on 1994 with total page 242 pages. Available in PDF, EPUB and Kindle. Book excerpt: This text summarizes the important new thinking on financial market forecasting and on the statistical modeling of non-stationary series in a clear and readable manner. The emphasis throughout is on real-life examples using data from a wide variety of countries and sources.

Exchange Rate Modeling and Forecasting

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Publisher :
ISBN 13 : 9780415890991
Total Pages : 350 pages
Book Rating : 4.8/5 (99 download)

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Book Synopsis Exchange Rate Modeling and Forecasting by : Marian Micu

Download or read book Exchange Rate Modeling and Forecasting written by Marian Micu and published by . This book was released on 2014-08-12 with total page 350 pages. Available in PDF, EPUB and Kindle. Book excerpt: There are several books on exchange rate modeling, none with an empirical and practical focus. In Exchange Rate Modeling and Forecasting the author presents the main empirical developments in the exchange rate modelling literature from a practitioner's perspective.