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Books > Business & Economics > Economics > Econometrics > General
This book focuses on quantitative survey methodology, data collection and cleaning methods. Providing starting tools for using and analyzing a file once a survey has been conducted, it addresses fields as diverse as advanced weighting, editing, and imputation, which are not well-covered in corresponding survey books. Moreover, it presents numerous empirical examples from the author's extensive research experience, particularly real data sets from multinational surveys.
"A Companion to Theoretical Econometrics" provides a comprehensive
reference to the basics of econometrics. It focuses on the
foundations of the field and at the same time integrates popular
topics often encountered by practitioners. The chapters are written
by international experts and provide up-to-date research in areas
not usually covered by standard econometric texts.
This book is an exceptional reference for readers who require
quick access to the foundation theories in this field. Chapters are
organized to provide clear information and to point to further
readings on the subject. Important topics covered include:
The volume examines the state-of-the-art of productivity and efficiency analysis. It brings together a selection of the best papers from the 10th North American Productivity Workshop. By analyzing world-wide perspectives on challenges that local economies and institutions may face when changes in productivity are observed, readers can quickly assess the impact of productivity measurement, productivity growth, dynamics of productivity change, measures of labor productivity, measures of technical efficiency in different sectors, frontier analysis, measures of performance, industry instability and spillover effects. The contributions in this volume focus on the theory and application of economics, econometrics, statistics, management science and operational research related to problems in the areas of productivity and efficiency measurement. Popular techniques and methodologies including stochastic frontier analysis and data envelopment analysis are represented. Chapters also cover broader issues related to measuring, understanding, incentivizing and improving the productivity and performance of firms, public services, and industries.
Computationally-intensive tools play an increasingly important role in financial decisions. Many financial problems-ranging from asset allocation to risk management and from option pricing to model calibration-can be efficiently handled using modern computational techniques. Numerical Methods and Optimization in Finance presents such computational techniques, with an emphasis on simulation and optimization, particularly so-called heuristics. This book treats quantitative analysis as an essentially computational discipline in which applications are put into software form and tested empirically. This revised edition includes two new chapters, a self-contained tutorial on implementing and using heuristics, and an explanation of software used for testing portfolio-selection models. Postgraduate students, researchers in programs on quantitative and computational finance, and practitioners in banks and other financial companies can benefit from this second edition of Numerical Methods and Optimization in Finance.
"A Companion to Theoretical Econometrics" provides a comprehensive
reference to the basics of econometrics. It focuses on the
foundations of the field and at the same time integrates popular
topics often encountered by practitioners. The chapters are written
by international experts and provide up-to-date research in areas
not usually covered by standard econometric texts.
This book is an exceptional reference for readers who require
quick access to the foundation theories in this field. Chapters are
organized to provide clear information and to point to further
readings on the subject. Important topics covered include:
The study of sport in the economy presents a rich arena for the application of sharply focused microeconomics, macroeconomics and econometrics to both team and individual outcomes. This unique book offers a survey of recent research that follows the tradition of empirical and theoretical analysis of sport economics and econometrics. Including contributions by many of the leading experts in the field, the authors address four central branches, namely: competitive balance, labor relations, attendance and demand, and the economic impact of sport in communities. A wide range of topics is explored within these themes, including: the effect of uncertainty of outcome on attendance players' labor markets, wages and team performance variations in fan loyalty between teams and through time the determinants of soccer match attendance. Case studies of Major League Baseball, the National Football League (NFL) and college athletics in the US, the English Premier League, the Spanish football league and other (major and minor) European football leagues underpin the discussion. This important book will prove to be a fascinating and stimulating read for academics, researchers and students interested in the econometric analysis of sport. Contributors: G.M. Ahlfeldt, J. Banos, R. Baumann, D.J. Berri, R. Fort, B. Frick, J. Garcia, W. Greene, B.R. Humphreys, L. Kahane, G. Kavetsos, S. Kesenne, Y.H. Lee, N. Longley, V.A. Matheson, R.G. Noll, P. Rodriguez, R. Simmons, S. Szymanski, J. Vrooman
The Handbook is a definitive reference source and teaching aid for
This book systematically provides a prospective integrated approach for complexity social science in its view of statistical physics and mathematics, with an impressive collection of the knowledge and expertise of leading researchers from all over the world. The book mainly covers both finitary methods of statistical equilibrium and data-driven analysis by econophysics. The late Professor Masanao Aoki of UCLA, who passed away at the end of July 2018, in his later years dedicated himself to the reconstruction of macroeconomics mainly in terms of statistical physics. Professor Aoki, who was already an IEEE fellow, was also named an Econometric Society Fellow in 1979. Until the early 1990s, however, his contributions were focused on the new developments of a novel algorithm for the time series model and their applications to economic data. Those contributions were undoubtedly equivalent to the Nobel Prize-winning work of Granger's "co-integration method". After the publications of his New Approaches to Macroeconomic Modeling and Modeling Aggregate Behavior and Fluctuations in Economics, both published by Cambridge University Press, in 1996 and 2002, respectively, his contributions rapidly became known and spread throughout the field. In short, these new works challenged econophysicists to develop evolutionary stochastic dynamics, multiple equilibria, and externalities as field effects and revolutionized the stochastic views of interacting agents. In particular, the publication of Reconstructing Macroeconomics, also by Cambridge University Press (2007), in cooperation with Hiroshi Yoshikawa, further sharpened the process of embodying "a perspective from statistical physics and combinatorial stochastic processes" in economic modeling. Interestingly, almost concurrently with Prof. Aoki's newest development, similar approaches were appearing. Thus, those who were working in the same context around the world at that time came together, exchanging their results during the past decade. In memory of Prof. Aoki, this book has been planned by authors who followed him to present the most advanced outcomes of his heritage.
This title was first published in 2003. This book provides a much-needed comprehensive and up-to-date treatise on financial distress modelling. Since many of the challenges facing researchers of financial distress can only be addressed by a totally new research design and modelling methodology, this book concentrates on extending the potential for bankruptcy analysis from single-equation modelling to multi-equation analysis. Essentially, the work provides an innovative new approach by comparing each firm with itself over time rather than testing specific hypotheses or improving predictive and classificatory accuracy. Added to this new design, a whole new methodology - or way of modelling the process - is applied in the form of a family of models of which the traditional single equation logit or MDA models is just a special case. Preliminary two-equation and three-equation models are presented and tested in the final chapters as a taste of things to come. The groundwork for a full treatise on these sorts of multi-equation systems is laid for further study - this family of models could be used as a basis for more specific applications to different industries and to test hypotheses concerning influential variables to bankruptcy risk.
The analysis prediction and interpolation of economic and other time series has a long history and many applications. Major new developments are taking place, driven partly by the need to analyze financial data. The five papers in this book describe those new developments from various viewpoints and are intended to be an introduction accessible to readers from a range of backgrounds. The book arises out of the second Seminaire European de Statistique (SEMSTAT) held in Oxford in December 1994. This brought together young statisticians from across Europe, and a series of introductory lectures were given on topics at the forefront of current research activity. The lectures form the basis for the five papers contained in the book. The papers by Shephard and Johansen deal respectively with time series models for volatility, i.e. variance heterogeneity, and with cointegration. Clements and Hendry analyze the nature of prediction errors. A complementary review paper by Laird gives a biometrical view of the analysis of short time series. Finally Astrup and Nielsen give a mathematical introduction to the study of option pricing. Whilst the book draws its primary motivation from financial series and from multivariate econometric modelling, the applications are potentially much broader.
This is the very first book to offer seven substantial econometric models of the Chinese economy with the statistical data used, so that the reader will be able to reproduce them all and test them for any policy alternatives. The book presents up-to-date models produced both inside and outside China, so that readers can understand most of the advanced studies of the Chinese economy by Chinese experts at the present time. This is an invaluable reference for graduate students and scholars working on Chinese economic problems.
It has been held that when economic policy makers use economic models, there is a one way flow of information from the models to policy analysis. This text challenges this assumption, recognizing that in practice the requirements and questions of policy makers play an important role in the development and revision of those very models. Written by highly-placed practitioners and academic economists, it provides a picture of how modellers and policy makers interact with depth, insight and conviction. It offers international case studies of particular interactions between models and policy making, exploring questions such as: how does interaction work? What roles do different professional groups play in interaction? What strategies make the use of models in policy preparation successful? What insights can sociologists and historians give on the interaction between models and policy makers?
In Capital Theory and Equilibrium Analysis and Recursive Utility, Robert Becker and John Boyd have synthesized their previously unpublished work on recursive models. The use of recursive utility emphasizes time-consistent decision making. This permits a unified and systematic account of economic dynamics based on neoclassical growth theory.The book provides extensive coverage of optimal growth (including endogenous growth), dynamic competitive equilibria, nonlinear dynamics, and monotone comparative dynamics. It is addressed to all researchers in economic growth, and will be useful to professional economists and graduate students alike.
Distributional issues may not have always been among the main
concerns of the economic profession. Today, in the beginning of the
2000s, the position is different. During the last quarter of a
century, economic growth proved to be unsteady and rather slow on
average. The situation of those at the bottom ceased to improve
regularly as in the preceding fast growth and full-employment
period. Europe has seen prolonged unemployment and there has been
widening wage dispersion in a number of OECD countries. Rising
affluence in rich countries coexists, in a number of such
countries, with the persistence of poverty. As a consequence, it is
difficult nowadays to think of an issue ranking high in the public
economic debate without some strong explicit distributive
implications. Monetary policy, fiscal policy, taxes, monetary or
trade union, privatisation, price and competition regulation, the
future of the Welfare State are all issues which are now often
perceived as conflictual because of their strong redistributive
content.
For more information on the Handbooks in Economics series, please see our home page on http: //www.elsevier.nl/locate/hes
First Published in 2000. Routledge is an imprint of Taylor & Francis, an informa company.
Originally published in 1984. This book addresses the economics of the changing mineral industry, which is highly affected by energy economics. The study estimates, in quantitative terms, the short- to mid-term consequences of rising energy prices alongside falling ore quality for the copper and aluminum industries. The effects of changing cost factors on substitution between metals is assessed as is the potential for relying on increased recycling. Copper and aluminum industry problems should be representative of those faced by the mineral processing sector as a whole. Two complex econometric models presented here produce forecasts for the industries and the book discusses and reviews other econometric commodity models.
Originally published in 1976 and with second edition published in 1984. This book established itself as the first genuinely introductory text on econometric methods, assuming no formal background on the part of the reader. The second edition maintains this distinctive feature. Fundamental concepts are carefully explained and, where possible, techniques are developed by verbal reasoning rather than formal proof. It provides all the material for a basic course. and is also ideal for a student working alone. Very little knowledge of maths and statistics is assumed, and the logic of statistical method is carefully stated. There are numerous exercises, designed to help the student assess individual progress. Methods are described with computer solutions in mind and the author shows how a variety of different calculations can be performed with relatively simple programs. This new edition also includes much new material - statistical tables are now included and their use carefully explained.
Originally published in 1979. An Input/output database is an information system carrying current data on the intermediate consumption of any product or service by all the specified major firms that consume it. This book begins with a survey of how the interrelationships of an economic system can be represented in a two-dimensional model which traces the output of each economic sector to all other sectors. It talks about how the use of such databases to identify major buyers and sellers can illuminate problems of economic policy at the national, regional, and corporate level and aid in analyzing factors affecting the control of inflation, energy use, transportation, and environmental pollution. The book discusses how advances in database technology, have brought to the fore such issues as the right to individual privacy, corporate secrecy, the public's right of access to stored data, and the use of such information for national planning in a free-enterprise society. |
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