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Books > Business & Economics > Economics > Econometrics > General
The remarkable evolution of econophysics research has brought the
deep synthesis of ideas derived from economics and physicsto
subjects as diverse as education, banking, finance, and the
administration of large institutions. The original papers in this
collection present a broad summary of these advances, written by
interdisciplinary specialists. Included are studies on subjects in
the development of econophysics; on the perspectives offered by
econophysics on large problems in economics and finance, including
the 2008-9 financial crisis; and on higher education and group
decision making. The introductions and insights they provide will
benefit everyone interested in applications of this new
transdisciplinary science.
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.
Bayesian analysis has developed rapidly in applications in the last
two decades and research in Bayesian methods remains dynamic and
fast-growing. Dramatic advances in modelling concepts and
computational technologies now enable routine application of
Bayesian analysis using increasingly realistic stochastic models,
and this drives the adoption of Bayesian approaches in many areas
of science, technology, commerce, and industry.
The success of any business relies heavily on the evaluation and improvement on current strategies and processes. Such progress can be facilitated by implementing more effective decision-making systems. Tools and Techniques for Economic Decision Analysis provides a thorough overview of decision models and methodologies in the context of business economics. Highlighting a variety of relevant issues on finance, economic policy, and firms and networks, this book is an ideal reference source for managers, professionals, students, and academics interested in emerging developments for decision analysis.
The impact of technical change on employment is investigated in this important new book which offers a critical appraisal of how far current economic analysis and theory can deal with this key policy issue.The Economics of Technology and Employment addresses the impact of technical change on employment from both theoretical and empirical perspectives. After an analytical discussion of theoretical propositions and models put forward by classical and contemporary economists, Dr Vivarelli develops a model to examine the extent to which worker displacement due to technical progress can be offset by compensatory market forces. This model is tested using Italian and US aggregate time-series data. The theoretical discussion and empirical results are combined to demonstrate that the employment impact of labour saving technologies can only be partially counter-balanced by market forces and so economic policy measures could be necessary. This important and innovative volume will be welcomed by economists and policymakers as a major contribution to our theoretical understanding of employment, industrial innovation and technical change.
Takeshi Amemiya has made a significant contribution to econometric theory over the past 30 years. This volume brings together 34 of his key articles and papers on areas such as limited dependent variables, non-linear simultaneous equations models, time series analysis and error components models. Many of the articles reprinted in this volume are indispensable references for researchers in the relevant fields. The specially written preface outlines the influences and motivations behind Professor Amemiya's work. Studies in Econometric Theory presents in a single volume the most significant work of one of the most important influential econometricians of our time.
Providing a practical introduction to state space methods as
applied to unobserved components time series models, also known as
structural time series models, this book introduces time series
analysis using state space methodology to readers who are neither
familiar with time series analysis, nor with state space methods.
The only background required in order to understand the material
presented in the book is a basic knowledge of classical linear
regression models, of which brief review is provided to refresh the
reader's knowledge. Also, a few sections assume familiarity with
matrix algebra, however, these sections may be skipped without
losing the flow of the exposition.
This major book presents, for the first time, an authoritative history of developments in macroeconometric modelling since the 1930s. It focuses in particular on the construction of mathematico-statistical models of entire economies, estimated from national accounts and other macroeconomic data. International and comparative in scope, the book contains chapters prepared by specialists from the different countries concerned. This landmark book is indispensable to an understanding of the history and development of large scale econometric models of modern economies.
Covering a broad range of topics, this text provides a comprehensive survey of the modeling of chaotic dynamics and complexity in the natural and social sciences. Its attention to models in both the physical and social sciences and the detailed philosophical approach make this a unique text in the midst of many current books on chaos and complexity. Including an extensive index and bibliography along with numerous examples and simplified models, this is an ideal course text.
An Introduction to Wavelets and Other Filtering Methods in Finance
and Economics presents a unified view of filtering techniques with
a special focus on wavelet analysis in finance and economics. It
emphasizes the methods and explanations of the theory that
underlies them. It also concentrates on exactly what wavelet
analysis (and filtering methods in general) can reveal about a time
series. It offers testing issues which can be performed with
wavelets in conjunction with the multi-resolution analysis. The
descriptive focus of the book avoids proofs and provides easy
access to a wide spectrum of parametric and nonparametric filtering
methods. Examples and empirical applications will show readers the
capabilities, advantages, and disadvantages of each method.
In these two volumes, a group of distinguished economists debate the way in which evidence, in particular econometric evidence, can and should be used to relate macroeconomic theories to the real world. Topics covered include the business cycle, monetary policy, economic growth, the impact of new econometric techniques, the IS-LM model, the labour market, new Keynesian macroeconomics, and the use of macroeconomics in official documents.
Since the middle of the twentieth century, economists have invested great resources into using statistical evidence to relate macroeconomic theories to the real world, and many new econometric techniques have been employed. In these two volumes, a distinguished group of economic theorists, econometricians, and economic methodologists examine how evidence has been used and how it should be used to understand the real world. Volume 1 focuses on the contribution of econometric techniques to understanding the macroeconomic world. It covers the use of evidence to understand the business cycle, the operation of monetary policy, and economic growth. A further section offers assessments of the overall impact of recent econometric techniques such as cointegration and unit roots. Volume 2 focuses on the labour market and economic policy, with sections covering the IS-LM model, the labour market, new Keynesian macroeconomics, and the use of macroeconomics in official documents (in both the USA and the EU). These volumes will be valuable to advanced undergraduates, graduate students, and practitioners for their clear presentation of opposing perspectives on macroeconomics and how evidence should be used. The chapters are complemented by discussion sections revealing the perspectives of other contributors on the methodological issues raised.
In the last half of the 20th Century, the world economy has benefited from a globalization process driven by the enlightened confluence of technology, innovation, trade, and foreign direct investment. This book broadens our understanding of that process. Opening with a review of current global economic metrics and the significant differences between advanced and developing nations, the book goes on to discuss the globalization paradigm and the forces driving it. Discussing the importance of new ideas and new technology in continued economic growth, the volume shows how the protection of intellectual property encourages innovation. Also covering the evolution of international trade, the book reviews trade distortions from both external and internal sources, comparing trade on a multilateral, non-discriminatory basis with alternative trade practices, such as free trade and custom unions. The work also reviews the origins and functions of the new World Trade Organization. Describing the rapidly growing practice of foreign direct investment, the book shows how FDI is closely linked to international trade and concludes with a review of the important function FDI can play in the bundling and delivery of the resources required for accelerated economic development of the emerging world.
Handbook of Computational Economics: Heterogeneous Agent Modeling, Volume Four, focuses on heterogeneous agent models, emphasizing recent advances in macroeconomics (including DSGE), finance, empirical validation and experiments, networks and related applications. Capturing the advances made since the publication of Volume Two (Tesfatsion & Judd, 2006), it provides high-level literature with sections devoted to Macroeconomics, Finance, Empirical Validation and Experiments, Networks, and other applications, including Innovation Diffusion in Heterogeneous Populations, Market Design and Electricity Markets, and a final section on Perspectives on Heterogeneity.
The Economics and Econometrics of the Energy-Growth Nexus recognizes that research in the energy-growth nexus field is heterogeneous and controversial. To make studies in the field as comparable as possible, chapters cover aggregate energy and disaggregate energy consumption and single country and multiple country analysis. As a foundational resource that helps researchers answer fundamental questions about their energy-growth projects, it combines theory and practice to classify and summarize the literature and explain the econometrics of the energy-growth nexus. The book provides order and guidance, enabling researchers to feel confident that they are adhering to widely accepted assumptions and procedures.
This contributed volume applies cliometric methods to the study of family and households in order to derive global patterns and determine their impact on economic development. Family and households are a fundamental feature of societies and economies. They are found throughout history and are the place where key decisions on fertility, labour force participation, education, consumption are made. This is especially relevant for the position of women. The book gathers key insights from a variety of fields - economics, history, demography, anthropology, biology - to shed light on the relation between family organisation and the long-term process of economic development.
This textbook offers a comprehensive overview of the main developments in game theory since the 1950s. It provides a wide variety of examples and exercises, mostly drawn from applications in economics, to illustrate key concepts and ideas in the field. The book should prove an invaluable reference tool for teachers, students, and researchers of microeconomics and game theory.
This publication contains detailed official national accounts data for over 200 countries or areas of the World for the years 2001 to 2013. It is a valuable source of information on the state and structure of economies worldwide. The data for each country or area are presented in separate chapters with uniform table headings and classifications as recommended in the System of National Accounts 1993 (1993 SNA). Each country chapter also contains a write-up on the methodology and data sources which are used to compile the national accounts. A summary of the SNA conceptual framework, classifications, and definitions is also. It also contains statistics on gross domestic product.
Probability, Statistics and Econometrics provides a concise, yet rigorous, treatment of the field that is suitable for graduate students studying econometrics, very advanced undergraduate students, and researchers seeking to extend their knowledge of the trinity of fields that use quantitative data in economic decision-making. The book covers much of the groundwork for probability and inference before proceeding to core topics in econometrics. Authored by one of the leading econometricians in the field, it is a unique and valuable addition to the current repertoire of econometrics textbooks and reference books.
This volume of selected and peer-reviewed contributions on the latest developments in time series analysis and forecasting updates the reader on topics such as analysis of irregularly sampled time series, multi-scale analysis of univariate and multivariate time series, linear and non-linear time series models, advanced time series forecasting methods, applications in time series analysis and forecasting, advanced methods and online learning in time series and high-dimensional and complex/big data time series. The contributions were originally presented at the International Work-Conference on Time Series, ITISE 2016, held in Granada, Spain, June 27-29, 2016. The series of ITISE conferences provides a forum for scientists, engineers, educators and students to discuss the latest ideas and implementations in the foundations, theory, models and applications in the field of time series analysis and forecasting. It focuses on interdisciplinary and multidisciplinary research encompassing the disciplines of computer science, mathematics, statistics and econometrics.
The two-volume book studies the economic and industrial development of Japan and China in modern times and draws distinctions between the different paths of industrialization and economic modernization taken in the two countries, based on statistical materials, quantitative analysis and multivariate statistical analysis. The first volume analyses the relationship between technological innovation and economic development in Japan before World War II and sheds light on technological innovation in the Japanese context with particular emphasis on the importance of the patent system. The second volume studies the basic conditions and overall economic development of industrial development, chiefly during the period of the Republic of China (1912-1949), taking a comparative perspective and bringing the case of modern Japan into the discussion. The book will appeal to academics and general readers interested in economic development and the modern economic history of East Asia, development economics, as well as industrial and technological history. |
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