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Books > Business & Economics > Economics > Econometrics > General

Paradoxes, Ambiguity and Rationality (Hardcover): O.F. Hamouda, J.C.R. Rowley Paradoxes, Ambiguity and Rationality (Hardcover)
O.F. Hamouda, J.C.R. Rowley
R8,140 Discovery Miles 81 400 Ships in 10 - 15 working days

This is the second volume in a ten-volume set designed for publication in 1997. It reprints in book form a selection of the most important and influential articles on probability, econometrics and economic games which cumulatively have had a major impact on the development of modern economics. There are 242 articles, dating from 1936 to 1996. Many of them were originally published in relatively inaccessible journals and may not, therefore, be available in the archives of many university libraries. The volumes are available separately and also as a complete ten-volume set. The contributors include D. Ellsberg, R.M. Hogart, J.B. Kadane, B.O. Koopmans, E.L. Lehman, D.F. Nicholls, H. Rubin, T.J. Sarjent, L.H. Summers and C.R. Wymer. This particular volume deals with paradox and ambiguity.

Economic Games, Bargaining and Solutions (Hardcover): O.F. Hamouda, J.C.R. Rowley Economic Games, Bargaining and Solutions (Hardcover)
O.F. Hamouda, J.C.R. Rowley
R8,138 Discovery Miles 81 380 Ships in 10 - 15 working days

This is the third volume in a ten-volume set designed for publication in 1997. It reprints in book form a selection of the most important and influential articles on probability, econometrics and economic games which cumulatively have had a major impact on the development of modern economics. There are 242 articles, dating from 1936 to 1996. Many of them were originally published in relatively inaccessible journals and may not, therefore, be available in the archives of many university libraries. The volumes are available separately and also as a complete ten-volume set. The contributors include D. Ellsberg, R.M. Hogart, J.B. Kadane, B.O. Koopmans, E.L. Lehman, D.F. Nicholls, H. Rubin, T.J. Sarjent, L.H. Summers and C.R. Wymer. This particular volume deals with economic games and the functions of bargaining and solutions.

Experimental and Quantitative Methods in Contemporary Economics - Computational Methods in Experimental Economics (CMEE) 2018... Experimental and Quantitative Methods in Contemporary Economics - Computational Methods in Experimental Economics (CMEE) 2018 Conference (Hardcover, 1st ed. 2020)
Kesra Nermend, Malgorzata Latuszynska
R4,745 Discovery Miles 47 450 Ships in 18 - 22 working days

Contemporary economists, when analyzing economic behavior of people, need to use the diversity of research methods and modern ways of discovering knowledge. The increasing popularity of using economic experiments requires the use of IT tools and quantitative methods that facilitate the analysis of the research material obtained as a result of the experiments and the formulation of correct conclusions. This proceedings volume presents problems in contemporary economics and provides innovative solutions using a range of quantitative and experimental tools. Featuring selected contributions presented at the 2018 Computational Methods in Experimental Economics Conference (CMEE 2018), this book provides a modern economic perspective on such important issues as: sustainable development, consumption, production, national wealth, the silver economy, behavioral finance, economic and non-economic factors determining the behavior of household members, consumer preferences, social campaigns, and neuromarketing. International case studies are also offered.

Natural Disaster and Reconstruction in Asian Economies - A Global Synthesis of Shared Experiences (Hardcover): Kinnia Yau... Natural Disaster and Reconstruction in Asian Economies - A Global Synthesis of Shared Experiences (Hardcover)
Kinnia Yau Shuk-Ting
R3,281 Discovery Miles 32 810 Ships in 10 - 15 working days

The Great East Japan Earthquake of March 2011 left the entire world in a state of shock. The international community was unable to fathom how a major economic power, with one of the most extensive natural disaster preparedness programs in the world, could be laid bare to such destruction. Even other highly developed countries began questioning their own abilities to handle natural disasters. Different nations have faced disasters of varying intensity throughout history, and it is in the best interests of the global community to share experiences and wisdom in order to minimize damage wrought by future catastrophes.
Based on conference proceedings presented at The Chinese University of Hong Kong in November 2012, Natural Disaster and Reconstruction in Asian Economies offers leading insight into and viewpoints on disasters from scholars and journalists working in Japan, China, the United States, and Southeast Asia. Yau Shuk-ting focuses on a broader scope of disasters, such as political, economic, social, cultural, and environmental crises, as well as psychological traumas. This work gathers together international wisdom from a variety of perspectives in the hope that nations will be better able to manage future disasters and their economic and cultural fallout.

False Feedback in Economics - The Case for Replication (Paperback): Andrin Spescha False Feedback in Economics - The Case for Replication (Paperback)
Andrin Spescha
R1,287 Discovery Miles 12 870 Ships in 10 - 15 working days

This book investigates why economics makes less visible progress over time than scientific fields with a strong practical component, where interactions with physical technologies play a key role. The thesis of the book is that the main impediment to progress in economics is "false feedback", which it defines as the false result of an empirical study, such as empirical evidence produced by a statistical model that violates some of its assumptions. In contrast to scientific fields that work with physical technologies, false feedback is hard to recognize in economics. Economists thus have difficulties knowing where they stand in their inquiries, and false feedback will regularly lead them in the wrong directions. The book searches for the reasons behind the emergence of false feedback. It thereby contributes to a wider discussion in the field of metascience about the practices of researchers when pursuing their daily business. The book thus offers a case study of metascience for the field of empirical economics. The main strength of the book are the numerous smaller insights it provides throughout. The book delves into deep discussions of various theoretical issues, which it illustrates by many applied examples and a wide array of references, especially to philosophy of science. The book puts flesh on complicated and often abstract subjects, particularly when it comes to controversial topics such as p-hacking. The reader gains an understanding of the main challenges present in empirical economic research and also the possible solutions. The main audience of the book are all applied researchers working with data and, in particular, those who have found certain aspects of their research practice problematic.

Mathematical and Statistical Methods for Insurance and Finance (Hardcover, 2008 ed.): Cira Perna, Marilena Sibillo Mathematical and Statistical Methods for Insurance and Finance (Hardcover, 2008 ed.)
Cira Perna, Marilena Sibillo
R1,416 Discovery Miles 14 160 Ships in 18 - 22 working days

The interaction between mathematicians and statisticians reveals to be an effective approach to the analysis of insurance and financial problems, in particular in an operative perspective.

The Maf2006 conference, held at the University of Salerno in 2006, had precisely this purpose and the collection published here gathers some of the papers presented at the conference and successively worked out to this aim. They cover a wide variety of subjects in insurance and financial fields.

The Econometrics of Demand Systems - With Applications to Food Demand in the Nordic Countries (Hardcover, 1996 ed.): David L.... The Econometrics of Demand Systems - With Applications to Food Demand in the Nordic Countries (Hardcover, 1996 ed.)
David L. Edgerton, Bengt Assarsson, Anders Hummelmose, Ilkka P. Laurila, Kyrre Rickertsen, …
R4,170 Discovery Miles 41 700 Ships in 18 - 22 working days

This book contains some of the results from the research project "Demand for Food in the Nordic Countries," which was initiated in 1988 by Professor Olof Bolin of the Agricultural University in Ultuna, Sweden and by Professor Karl Iohan Weckman, of the University of Helsinki, Finland. A pilot study was carried out by Bengt Assarsson, which in 1989 led to a successful application for a research grant from the NKJ (The Nordic Contact Body for Agricultural Research) through the national research councils for agricultural research in Denmark, Finland, Norway and Sweden. We are very grateful to Olof Bolin and Karl Iohan Weckman, without whom this project would not have come about, and to the national research councils in the Nordic countries for the generous financial support we have received for this project. We have received comments and suggestions from many colleagues, and this has improved our work substantially. At the start of the project a reference group was formed, consisting of Professor Olof Bolin, Professor Anders Klevmarken, Agr. lie. Gert Aage Nielsen, Professor Karl Iohan Weckman and Cando oecon. Per Halvor Vale. Gert Aage Nielsen left the group early in the project for a position in Landbanken, and was replaced by Professor Lars Otto, while Per Halvor Vale soon joined the research staff. The reference group has given us useful suggestions and encouraged us in our work. Weare very grateful to them.

Time Series in Economics and Finance (Hardcover, 1st ed. 2020): Tomas Cipra Time Series in Economics and Finance (Hardcover, 1st ed. 2020)
Tomas Cipra
R3,686 Discovery Miles 36 860 Ships in 10 - 15 working days

This book presents the principles and methods for the practical analysis and prediction of economic and financial time series. It covers decomposition methods, autocorrelation methods for univariate time series, volatility and duration modeling for financial time series, and multivariate time series methods, such as cointegration and recursive state space modeling. It also includes numerous practical examples to demonstrate the theory using real-world data, as well as exercises at the end of each chapter to aid understanding. This book serves as a reference text for researchers, students and practitioners interested in time series, and can also be used for university courses on econometrics or computational finance.

Negative Interest Rates and Financial Stability - Lessons in Systemic Risk (Hardcover): Karol Rogowicz, Malgorzata... Negative Interest Rates and Financial Stability - Lessons in Systemic Risk (Hardcover)
Karol Rogowicz, Malgorzata Iwanicz-Drozdowska
R4,080 Discovery Miles 40 800 Ships in 10 - 15 working days

This book sheds new light on a recently introduced monetary tool - negative interest rates policy (NIRP). It provides in-depth insight into this phenomenon, conducted by the central banks in several economies, for example, the Eurozone, Switzerland and Japan, and its possible impact on systemic risk. Although it has been introduced as a temporary policy instrument, it may remain widely used for a longer period and by a greater range of central banks than initially expected, thus the book explores its effects and implications on the banking sector and financial markets, with a particular focus on potentially adverse consequences. There is a strong accent on the uniqueness of negative policy rates in the context of financial stability concerns. The authors assess whether NIRP has any - or in principle a stronger - impact on systemic risk than conventional monetary policy. The book is targeted at presenting and evaluating the initial experiences of NIRP policy during normal, i.e. pre-COVID, times, rather than in periods in which pre-established macroeconomic relations are rapidly disrupted or, specifically, when the source of the disruption is not purely economic in nature, unlike in systemic crisis. The authors adopt both theoretical and practical approaches to explore the key issues and outline the policy implications for both monetary and macroprudential authorities, with respect to negative interest rate policy, thus the book will provide a useful guide for policymakers, academics, advanced students and researchers of financial economics and international finance.

Analysing Economic Data - A Concise Introduction (Hardcover): T. Mills Analysing Economic Data - A Concise Introduction (Hardcover)
T. Mills
R3,342 Discovery Miles 33 420 Ships in 10 - 15 working days

Covers the key issues required for students wishing to understand and analyse the core empirical issues in economics. It focuses on descriptive statistics, probability concepts and basic econometric techniques and has an accompanying website that contains all the data used in the examples and provides exercises for undertaking original research.

Spatial Econometrics - Statistical Foundations and Applications to Regional Convergence (Hardcover): Giuseppe Arbia Spatial Econometrics - Statistical Foundations and Applications to Regional Convergence (Hardcover)
Giuseppe Arbia
R2,663 Discovery Miles 26 630 Ships in 18 - 22 working days

This book bridges the gap between economic theory and spatial econometric techniques. It is accessible to those with only a basic statistical background and no prior knowledge of spatial econometric methods. It provides a comprehensive treatment of the topic, motivating the reader with examples and analysis. The volume provides a rigorous treatment of the basic spatial linear model, and it discusses the violations of the classical regression assumptions that occur when dealing with spatial data.

The Economics and Science of Measurement - A Study of Metrology (Paperback): Albert N Link The Economics and Science of Measurement - A Study of Metrology (Paperback)
Albert N Link
R678 Discovery Miles 6 780 Ships in 10 - 15 working days

Metrology is the study of measurement science. Although classical economists have emphasized the importance of measurement per se, the majority of economics-based writings on the topic have taken the form of government reports related to the activities of specific national metrology laboratories. This book is the first systematic study of measurement activity at a national metrology laboratory, and the laboratory studied is the U.S. National Institute of Standards and Technology (NIST) within the U.S. Department of Commerce. The primary objective of the book is to emphasize for academic and policy audiences the economic importance of measurement not only as an area of study but also as a tool for sustaining technological advancement as an element of economic growth. Toward this goal, the book offers an overview of the economic benefits and consequences of measurement standards; an argument for public sector support of measurement standards; a historical perspective of the measurement activities at NIST; an empirical analysis of one particular measurement activity at NIST, namely calibration testing; and a roadmap for future research on the economics of metrology.

Computational Finance Using C and C# - Derivatives and Valuation (Hardcover, 2nd edition): George Levy Computational Finance Using C and C# - Derivatives and Valuation (Hardcover, 2nd edition)
George Levy
R1,972 R1,841 Discovery Miles 18 410 Save R131 (7%) Ships in 10 - 15 working days

Computational Finance Using C and C#: Derivatives and Valuation, Second Edition provides derivatives pricing information for equity derivatives, interest rate derivatives, foreign exchange derivatives, and credit derivatives. By providing free access to code from a variety of computer languages, such as Visual Basic/Excel, C++, C, and C#, it gives readers stand-alone examples that they can explore before delving into creating their own applications. It is written for readers with backgrounds in basic calculus, linear algebra, and probability. Strong on mathematical theory, this second edition helps empower readers to solve their own problems. *Features new programming problems, examples, and exercises for each chapter. *Includes freely-accessible source code in languages such as C, C++, VBA, C#, and Excel.. *Includes a new chapter on the history of finance which also covers the 2008 credit crisis and the use of mortgage backed securities, CDSs and CDOs. *Emphasizes mathematical theory.

Econometric Modelling and Forecasting of Tourism Demand - Methods and Applications (Hardcover): Doris Chenguang Wu, Gang Li,... Econometric Modelling and Forecasting of Tourism Demand - Methods and Applications (Hardcover)
Doris Chenguang Wu, Gang Li, Haiyan Song
R4,087 Discovery Miles 40 870 Ships in 10 - 15 working days

It is very useful and timely book as demand forecasting has become a very crucial tool and provides important information for destination on which policy are created and implemented. This is especially important given the complexities arising the aftermath of the Covid19 pandemic. * It looks at novel and recent developments in this field including judgement and scenario forecasting. * Offers a comprehensive approach to tourism econometrics, looking at a variety of aspects. * The authors are experts in this field and of the highest academic calibre.

Macroeconomic Forecasting in the Era of Big Data - Theory and Practice (Hardcover, 1st ed. 2020): Peter Fuleky Macroeconomic Forecasting in the Era of Big Data - Theory and Practice (Hardcover, 1st ed. 2020)
Peter Fuleky
R6,623 Discovery Miles 66 230 Ships in 10 - 15 working days

This book surveys big data tools used in macroeconomic forecasting and addresses related econometric issues, including how to capture dynamic relationships among variables; how to select parsimonious models; how to deal with model uncertainty, instability, non-stationarity, and mixed frequency data; and how to evaluate forecasts, among others. Each chapter is self-contained with references, and provides solid background information, while also reviewing the latest advances in the field. Accordingly, the book offers a valuable resource for researchers, professional forecasters, and students of quantitative economics.

The Solow Model of Economic Growth - Application to Contemporary Macroeconomic Issues (Hardcover): Pawel Dykas, Tomasz... The Solow Model of Economic Growth - Application to Contemporary Macroeconomic Issues (Hardcover)
Pawel Dykas, Tomasz Tokarski, Rafal Wisla
R4,079 Discovery Miles 40 790 Ships in 10 - 15 working days

In 1956, Solow proposed a neoclassical growth model in opposition or as an alternative to Keynesian growth models. The Solow model of economic growth provided foundations for models embedded in the new theory of economic growth, known as the theory of endogenous growth, such as the renowned growth models developed by Paul M. Romer and Robert E. Lucas in the 1980s and 90s. The augmentations of the Solow model described in this book, excepting the Phelps golden rules of capital accumulation and the Mankiw-Romer-Weil and Nonneman-Vanhoudt models, were developed by the authors over the last two decades. The book identifies six spheres of interest in modern macroeconomic theory: the impact of fiscal and monetary policy on growth; the effect of different returns to scale on production; the influence of mobility of factors of production among different countries on their development; the effect of population dynamics on growth; the periodicity of investment rates and their influence on growth; and the effect of exogenous shocks in the form of an epidemic. For each of these issues, the authors construct and analyze an appropriate growth model that focuses on the description of the specific macroeconomic problem. This book not only continues the neoclassical tradition of thought in economics focused on quantitative economic change but also, and to a significant extent, discusses alternative approaches to certain questions of economic growth, utilizing conclusions that can be drawn from the Solow model. It is a useful tool in analyzing contemporary issues related to growth.

Handbook of the Economics of Education, Volume 6 (Hardcover): Eric A. Hanushek, Ludger Woessmann, Stephen J. Machin Handbook of the Economics of Education, Volume 6 (Hardcover)
Eric A. Hanushek, Ludger Woessmann, Stephen J. Machin
R3,084 Discovery Miles 30 840 Ships in 10 - 15 working days
Applied Econometrics (Paperback, 4th edition): Dimitrios Asteriou, Stephen G. Hall Applied Econometrics (Paperback, 4th edition)
Dimitrios Asteriou, Stephen G. Hall
R831 Discovery Miles 8 310 Ships with 15 working days

This trusted textbook returns in its 4th edition with even more exercises to help consolidate understanding - and a companion website featuring additional materials, including a solutions manual for instructors. Offering a unique blend of theory and practical application, it provides ideal preparation for doing applied econometric work as it takes students from a basic level up to an advanced understanding in an intuitive, step-by-step fashion. Clear presentation of economic tests and methods of estimation is paired with practical guidance on using several types of software packages. Using real world data throughout, the authors place emphasis upon the interpretation of results, and the conclusions to be drawn from them in econometric work. This book will be essential reading for economics undergraduate and master's students taking a course in applied econometrics. Its practical nature makes it ideal for modules requiring a research project. New to this Edition: - Additional practical exercises throughout to help consolidate understanding - A freshly-updated companion website featuring a new solutions manual for instructors

Theorizing International Trade - An Indian Perspective (Hardcover, 1st ed. 2017): Somesh Mathur, Rahul Arora, Sarbjit Singh Theorizing International Trade - An Indian Perspective (Hardcover, 1st ed. 2017)
Somesh Mathur, Rahul Arora, Sarbjit Singh
R4,283 Discovery Miles 42 830 Ships in 18 - 22 working days

This book discusses the developments in trade theories, including new-new trade models that account for firm level trade flows, trade growth accounting using inverse gravity models (including distortions in gravity models), the impact of trade liberalization under the aegis of regional and multilateral liberalization efforts of economies using partial and general equilibrium analysis, methodologies of constructing ad valorem equivalents of non-tariff barriers, volatility spillover effects of financial and exchange rate markets. The main purpose of the book is to guide researchers working in the area of international trade, especially focused on empirical analysis of trade policy issues by updating their knowledge on issues related to trade theory, empirical methods, and their applications. The book would prove useful for policy makers, academicians, and researchers.

The Economics of Financial Services in Emerging Markets - Measuring the Output of the Banking and Insurance Industries... The Economics of Financial Services in Emerging Markets - Measuring the Output of the Banking and Insurance Industries (Hardcover)
Bhagirath Prakash Baria
R4,089 Discovery Miles 40 890 Ships in 10 - 15 working days

Any enquiry into the nature, performance, role, demerits, growth, efficiency, or other aspects of financial services such as banking and insurance activities, requires rigorous estimates of their economic output, i.e., the economic contributions made by these firms, as well as by the industries as a whole. Accordingly, this book condenses several theoretical, methodological, empirical, and philosophical issues in conceptualizing, measuring, and empirically operationalizing the economic output of the banking and insurance industries. The analytical focus is on both Global and Emerging Markets perspectives. The book synthesizes applied and conceptual evidence to locate the chosen theme's analytical patterns, consensus, and disagreements. The selected subject matter is studied within the firm-level and aggregate settings, bringing literature of varied scopes together. Contributions from various international academics, practitioners, and policymakers further enrich the narrative. The book concludes with data-driven case studies that analyze the extent to which the critical performance parameters of the banking and insurance industries in the BRIICS economies - including estimation of aggregate industry-level partial factor productivities, total factor productivity, technical efficiency, and returns to scale - vary concerning alternate measures of their output. The present work also provides a brief note on the inputs measurement dimension, following which there is a discussion on the limitations, future scope, and conclusions. This work will be valuable for researchers and policymakers undertaking performance analyses related to banking and insurance activities. It shall provide them with the examination of a plethora of analytical options and related issues on the theory and praxis of output measurement, all finely organized into one single volume.

Mathematical Economics (Hardcover): Graciela Chichilnisky Mathematical Economics (Hardcover)
Graciela Chichilnisky
R25,390 Discovery Miles 253 900 Ships in 10 - 15 working days

Mathematical Economics is an authoritative collection of the most influential contributions essential to an understanding of this important area of economic science. These seminal papers illustrate the development of the field from its inception in the 19th century up to the present, and exhibit the power of mathematics to lead to new thinking which can illuminate the scientific structures underlying economic arguments. Many of these papers started new fields of economics, influencing deeply the way economists think about their world. They illustrate the extensive range of topics to which mathematics has been applied productively, and show the areas of mathematics which have proved valuable, including functional analysis, linear algebra, algebraic and differential topology, stochastic processes and dynamical systems. They also show the extent to which today's policy analysis rests on yesterday's mathematical economics. Anyone with an interest in economics as a science will find this collection indispensable. The collection is an essential part of any course using mathematical economics.

Activation Functions - Activation Functions in Deep Learning with LaTeX Applications (Paperback, New edition): Yasin Kutuk Activation Functions - Activation Functions in Deep Learning with LaTeX Applications (Paperback, New edition)
Yasin Kutuk
R656 Discovery Miles 6 560 Ships in 10 - 15 working days

This book describes the functions frequently used in deep neural networks. For this purpose, 37 activation functions are explained both mathematically and visually, and given with their LaTeX implementations due to their common use in scientific articles.

Patentism Replacing Capitalism - A Prediction from Logical Economics (Hardcover, 1st ed. 2019): Samuel Meng Patentism Replacing Capitalism - A Prediction from Logical Economics (Hardcover, 1st ed. 2019)
Samuel Meng
R2,785 Discovery Miles 27 850 Ships in 18 - 22 working days

Based on economic knowledge and logical reasoning, this book proposes a solution to economic recessions and offers a route for societal change to end capitalism. The author starts with a brief review of the history of economics, and then questions and rejects the trend of recent decades that has seen econometrics replace economic theory. By reviewing the different schools of economic thought and by examining the limitations of existing theories to business cycles and economic growth, the author forms a new theory to explain cyclic economic growth. According to this theory, economic recessions result from innovation scarcity, which in turn results from the flawed design of the patent system. The author suggests a new design for the patent system and envisions that the new design would bring about large economic and societal changes. Under this new patent system, the synergy of the patent and capital markets would ensure that economic recessions could be avoided and that the economy would grow at the highest speed.

Financial Market Analysis and Behaviour - The Adaptive Preference Hypothesis (Hardcover): Emil Dinga, Camelia Oprean-Stan,... Financial Market Analysis and Behaviour - The Adaptive Preference Hypothesis (Hardcover)
Emil Dinga, Camelia Oprean-Stan, Cristina-Roxana Tanasescu, Vasile Bratian, Gabriela-Mariana Ionescu
R4,507 Discovery Miles 45 070 Ships in 10 - 15 working days

This book addresses the functioning of financial markets, in particular the financial market model, and modelling. More specifically, the book provides a model of adaptive preference in the financial market, rather than the model of the adaptive financial market, which is mostly based on Popper's objective propensity for the singular, i.e., unrepeatable, event. As a result, the concept of preference, following Simon's theory of satisficing, is developed in a logical way with the goal of supplying a foundation for a robust theory of adaptive preference in financial market behavior. The book offers new insights into financial market logic, and psychology: 1) advocating for the priority of behavior over information - in opposition to traditional financial market theories; 2) constructing the processes of (co)evolution adaptive preference-financial market using the concept of fetal reaction norms - between financial market and adaptive preference; 3) presenting a new typology of information in the financial market, aimed at proving point (1) above, as well as edifying an explicative mechanism of the evolutionary nature and behavior of the (real) financial market; 4) presenting sufficient, and necessary, principles or assumptions for developing a theory of adaptive preference in the financial market; and 5) proposing a new interpretation of the pair genotype-phenotype in the financial market model. The book's distinguishing feature is its research method, which is mainly logically rather than historically or empirically based. As a result, the book is targeted at generating debate about the best and most scientifically beneficial method of approaching, analyzing, and modelling financial markets.

Foreign Exchange Rates - A Research Overview of the Latest Prediction Techniques (Paperback): Arif Orcun Soeylemez Foreign Exchange Rates - A Research Overview of the Latest Prediction Techniques (Paperback)
Arif Orcun Soeylemez
R791 Discovery Miles 7 910 Ships in 10 - 15 working days

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.

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