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Stochastic Nonlinearity In The Foreign Exchange Market
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Book Synopsis Forecasting and Hedging in the Foreign Exchange Markets by : Christian Ullrich
Download or read book Forecasting and Hedging in the Foreign Exchange Markets written by Christian Ullrich and published by Springer Science & Business Media. This book was released on 2009-05-30 with total page 206 pages. Available in PDF, EPUB and Kindle. Book excerpt: Historical and recent developments at international ?nancial markets show that it is easy to loose money, while it is dif?cult to predict future developments and op- mize decision-making towards maximizing returns and minimizing risk. One of the reasons of our inability to make reliable predictions and to make optimal decisions is the growing complexity of the global economy. This is especially true for the f- eign exchange market (FX market) which is considered as one of the largest and most liquid ?nancial markets. Its grade of ef?ciencyand its complexityis one of the starting points of this volume. From the high complexity of the FX market, Christian Ullrich deduces the - cessity to use tools from machine learning and arti?cial intelligence, e.g., support vector machines, and to combine such methods with sophisticated ?nancial mod- ing techniques. The suitability of this combination of ideas is demonstrated by an empirical study and by simulation. I am pleased to introduce this book to its - dience, hoping that it will provide the reader with interesting ideas to support the understanding of FX markets and to help to improve risk management in dif?cult times. Moreover, I hope that its publication will stimulate further research to contribute to the solution of the many open questions in this area.
Book Synopsis The Japanese Foreign Exchange Market by : Beate Reszat
Download or read book The Japanese Foreign Exchange Market written by Beate Reszat and published by Routledge. This book was released on 2002-04-12 with total page 247 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent years, Japan's financial market has seen dramatic changes, in particular the explosive growth of currency trading and the increasing international role of the yen. This book gives a comprehensive overview of this activity. This work is the first non-Japanese language title to examine the prolific rise of Japan's foreign currency exchange market, its idiosyncracies, and its future role in the global economy. It is vital reading for economists and students of Japan-related subjects.
Book Synopsis Nonlinear Models, Labour Markets, and Exchange by : John Creedy
Download or read book Nonlinear Models, Labour Markets, and Exchange written by John Creedy and published by Edward Elgar Publishing. This book was released on 2002-07-29 with total page 238 pages. Available in PDF, EPUB and Kindle. Book excerpt: Nonlinear Models, Labour Markets and Exchange offers a number of broad introductory surveys in the areas of nonlinear modelling, labour economics and the economic analysis of exchange. This collection of articles consists largely of recently published refereed papers. The early chapters provide an introduction to the analysis of 'chaos and strange attractors' and the use of the very flexible generalised exponential family of frequency distributions in analysing both time series and cross-sectional distributions. The volume then provides syntheses of the theories of internal labour markets, trade union bargaining, and population ageing and its implications. It goes on to survey a range of topics in the broad area of the theory of exchange, which is central to the neoclassical economic model. Finally, the book provides some advice for students who are about to start their first piece of research. It ends with a unique survey of the history of economic analysis. Providing introductory material and syntheses of a wide range of topics, Nonlinear Models, Labour Markets and Exchange will be welcomed by economics academics and researchers interested in labour economics and econometrics.
Book Synopsis BONUS Algorithm for Large Scale Stochastic Nonlinear Programming Problems by : Urmila Diwekar
Download or read book BONUS Algorithm for Large Scale Stochastic Nonlinear Programming Problems written by Urmila Diwekar and published by Springer. This book was released on 2015-03-05 with total page 168 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the details of the BONUS algorithm and its real world applications in areas like sensor placement in large scale drinking water networks, sensor placement in advanced power systems, water management in power systems, and capacity expansion of energy systems. A generalized method for stochastic nonlinear programming based on a sampling based approach for uncertainty analysis and statistical reweighting to obtain probability information is demonstrated in this book. Stochastic optimization problems are difficult to solve since they involve dealing with optimization and uncertainty loops. There are two fundamental approaches used to solve such problems. The first being the decomposition techniques and the second method identifies problem specific structures and transforms the problem into a deterministic nonlinear programming problem. These techniques have significant limitations on either the objective function type or the underlying distributions for the uncertain variables. Moreover, these methods assume that there are a small number of scenarios to be evaluated for calculation of the probabilistic objective function and constraints. This book begins to tackle these issues by describing a generalized method for stochastic nonlinear programming problems. This title is best suited for practitioners, researchers and students in engineering, operations research, and management science who desire a complete understanding of the BONUS algorithm and its applications to the real world.
Book Synopsis Nonlinear Exchange Rate Models by : Lucio Sarno
Download or read book Nonlinear Exchange Rate Models written by Lucio Sarno and published by International Monetary Fund. This book was released on 2003-05-01 with total page 40 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper provides a selective overview of nonlinear exchange rate models recently proposed in the literature and assesses their contribution to understanding exchange rate behavior. Two key questions are examined. The first question is whether nonlinear autoregressive models of real exchange rates help resolve the "purchasing power parity (PPP) puzzles." The second question is whether recently developed nonlinear, regime-switching vector equilibrium correction models of the nominal exchange rate can beat a random walk model, the standard benchmark in the exchange rate literature, in terms of out-of-sample forecasting performance. Finally, issues related to the adequateness of standard methods of evaluation of (linear and nonlinear) exchange rate models are discussed with reference to different forecast accuracy criteria.
Book Synopsis Nonlinearity, Complexity and Randomness in Economics by : Stefano Zambelli
Download or read book Nonlinearity, Complexity and Randomness in Economics written by Stefano Zambelli and published by John Wiley & Sons. This book was released on 2012-01-17 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: Nonlinearity, Complexity and Randomness in Economics presents a variety of papers by leading economists, scientists, and philosophers who focus on different aspects of nonlinearity, complexity and randomness, and their implications for economics. A theme of the book is that economics should be based on algorithmic, computable mathematical foundations. Features an interdisciplinary collection of papers by economists, scientists, and philosophers Presents new approaches to macroeconomic modelling, agent-based modelling, financial markets, and emergent complexity Reveals how economics today must be based on algorithmic, computable mathematical foundations
Book Synopsis Nonlinear Time Series Analysis of Economic and Financial Data by : Philip Rothman
Download or read book Nonlinear Time Series Analysis of Economic and Financial Data written by Philip Rothman and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 379 pages. Available in PDF, EPUB and Kindle. Book excerpt: Nonlinear Time Series Analysis of Economic and Financial Data provides an examination of the flourishing interest that has developed in this area over the past decade. The constant theme throughout this work is that standard linear time series tools leave unexamined and unexploited economically significant features in frequently used data sets. The book comprises original contributions written by specialists in the field, and offers a combination of both applied and methodological papers. It will be useful to both seasoned veterans of nonlinear time series analysis and those searching for an informative panoramic look at front-line developments in the area.
Book Synopsis Deterministic Chaos in the Foreign Exchange Market by : Paul De Grauwe
Download or read book Deterministic Chaos in the Foreign Exchange Market written by Paul De Grauwe and published by . This book was released on 1990 with total page 64 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Econometrics in a Formal Science of Economics by : Bernt P. Stigum
Download or read book Econometrics in a Formal Science of Economics written by Bernt P. Stigum and published by MIT Press. This book was released on 2015 with total page 389 pages. Available in PDF, EPUB and Kindle. Book excerpt: An examination of the role of theory in applied econometrics.
Book Synopsis The Elements of a Nonlinear Theory of Economic Dynamics by : Carl Chiarella
Download or read book The Elements of a Nonlinear Theory of Economic Dynamics written by Carl Chiarella and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 162 pages. Available in PDF, EPUB and Kindle. Book excerpt: Elements of a Nonlinear Theory of Economic Dynamics provides both a framework and a survey of its needs. First, principle results and techniques of the theory relevant to applications in dynamic economics are discussed, then their application in view of older endogenous cycle theories are considered in a unified mathematical framework. Models incorporating the government budget constraint and the Goodwin model are analysed using the method of averaging and the centre manifold theory. The dynamic instability problem is solved by placing models in a nonlinear framework.
Book Synopsis Financial Deepening and Post-Crisis Development in Emerging Markets by : Aleksandr V. Gevorkyan
Download or read book Financial Deepening and Post-Crisis Development in Emerging Markets written by Aleksandr V. Gevorkyan and published by Springer. This book was released on 2016-06-14 with total page 290 pages. Available in PDF, EPUB and Kindle. Book excerpt: This collection empirically and conceptually advances our understanding of the intricacies of emerging markets’ financial and macroeconomic development in the post-2008 crisis context. Covering a vast geography and a broad range of economic viewpoints, this study serves as an informed guide in the unchartered waters of fundamental uncertainty as it has been redefined in the post-crisis period. Contributors to the collection go beyond risks-opportunities analyses, looking deeper into the nuanced interpretations of data and economic categories as interplay of developing world characteristics in the context of redefined fundamental uncertainty. Those concerns relate to the issues of small country finance, the industrialization of the developing world, the role of commodity cycles in the global economy, sovereign debt, speculative financial flows and currency pressures, and connections between financial markets and real markets. Compact and comprehensive, this collection offers unique perspectives into contemporary issues of financial deepening and real macroeconomic development in small developing economies that rarely surface in the larger policy and development debates.
Book Synopsis Nonlinear and Nonstationary Signal Processing by : W. J. Fitzgerald
Download or read book Nonlinear and Nonstationary Signal Processing written by W. J. Fitzgerald and published by Cambridge University Press. This book was released on 2000 with total page 510 pages. Available in PDF, EPUB and Kindle. Book excerpt: Signal processing, nonlinear data analysis, nonlinear time series, nonstationary processes.
Book Synopsis Nonlinear Time Series Analysis with Applications to Foreign Exchange Rate Volatility by : Christian Hafner
Download or read book Nonlinear Time Series Analysis with Applications to Foreign Exchange Rate Volatility written by Christian Hafner and published by Springer Science & Business Media. This book was released on 2013-11-27 with total page 235 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book deals with the econometric analysis of high frequency financial time series. It emphasizes a new nonparametric approach to volatility models and provides theoretical and empirical comparisons with conventional ARCH models, applied to foreign exchange rates. Nonparametric models are discussed that cope with asymmetry and long memory of volatility as well as heterogeneity of higher conditional moments.
Book Synopsis Nonlinear Labor Market Dynamics by : Michael Neugart
Download or read book Nonlinear Labor Market Dynamics written by Michael Neugart and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 181 pages. Available in PDF, EPUB and Kindle. Book excerpt: Nonlinear Labor Market Dynamics discusses adjustment processes in labor markets. Contrary to linear-stochastic approaches this book is based on a non-linear deterministic framework. It is shown that even textbook-like-models of the labor market can generate long lasting adjustment processes, local instabilities, and chaotic movements, once nonlinear relationships and widely accepted adjustment rules are introduced. Thus, labor market dynamics may have an endogenous component that is governed by a nonlinear deterministic core. Of course, all results are tied to the particular models discussed in this book. Nevertheless, these models imply that by incorporating nonlinear relationships, one may arrive at an explanation of labor market behavior where linear stochastic approaches fell. Time series studies for German labor market data support this point of view.
Book Synopsis Modelling and Forecasting Financial Data by : Abdol S. Soofi
Download or read book Modelling and Forecasting Financial Data written by Abdol S. Soofi and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 496 pages. Available in PDF, EPUB and Kindle. Book excerpt: Modelling and Forecasting Financial Data brings together a coherent and accessible set of chapters on recent research results on this topic. To make such methods readily useful in practice, the contributors to this volume have agreed to make available to readers upon request all computer programs used to implement the methods discussed in their respective chapters. Modelling and Forecasting Financial Data is a valuable resource for researchers and graduate students studying complex systems in finance, biology, and physics, as well as those applying such methods to nonlinear time series analysis and signal processing.
Book Synopsis Progress in Economics Research by : Albert Tavidze
Download or read book Progress in Economics Research written by Albert Tavidze and published by Nova Publishers. This book was released on 2006 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt: This series spans the globe presenting leading research in economics. It is perhaps a sign of the times that economic weapons such as sanctions seem to be as powerful as or more so than tanks. International applications and examples of economic progress are invaluable in a troubled world with economic booms bursting like so many penny balloons. Globalisation, outstanding and jobless recoveries present economic issues of concern to millions. Business Cycles?; Economic Growth and International Trade in The Mediterranean Area: An Empirical Analysis; An Empirical (Pooled) Analysis of Latin America's Poor: Investment Performance During the 1980-1999 Period; Does Audit Quality Influence Post-IPO Survival?; A Relationship Quality/Stakeholder Perspective of Corporate Performance; Monetary Policy Impacts on US Livestock-Oriented Agricultural Prices; Negative Externality, Tacit Bargaining and Cigarette Demand: The Case of Environmental Tobacco Smoke in Japan; Capital Flows, Information Sharing and Optimal Capital Taxation; PPP Relationship and Real Exchange Rates revised: The Non-Linear Case; Quasitransitive Rational Choice; Index.
