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Books > Business & Economics > Economics > Econometrics
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.
The Dynamics of Industrial Collaboration revisits and reformulates issues previously raised by inter-firm collaboration. The latest research in collaboration, processes and evaluation of cooperation, and industrial and research networks, is presented by way of both empirical and theoretical studies. The authors use several theoretical perspectives to explain inter-firm and inter-institutional collaboration: the theory of transaction costs and contracts, evolutionary theory, and the resource-based view. The book illustrates that none of these approaches are dominant. The issue of collaboration is raised in various contexts such as the new economics, biotechnology, and the motor industry. It will be of special interest to industrial economists and scholars of evolutionary economics.
This book includes discussions related to solutions of such tasks as: probabilistic description of the investment function; recovering the income function from GDP estimates; development of models for the economic cycles; selecting the time interval of pseudo-stationarity of cycles; estimating characteristics/parameters of cycle models; analysis of accuracy of model factors. All of the above constitute the general principles of a theory explaining the phenomenon of economic cycles and provide mathematical tools for their quantitative description. The introduced theory is applicable to macroeconomic analyses as well as econometric estimations of economic cycles.
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.
World Statistics on Mining and Utilities 2020 provides a unique biennial overview of the role of mining and utility activities in the world economy. This extensive resource from UNIDO provides detailed time series data on the level, structure and growth of international mining and utility activities by country and sector. Country level data is clearly presented on the number of establishments, employment and output of activities such as coal, iron ore and crude petroleum mining as well as the production and supply of electricity, natural gas and water.This unique and comprehensive source of information meets the growing demand of data users who require detailed and reliable statistical information on the primary industry and energy producing sectors. The publication provides internationally comparable data for economic researchers, development strategists and business communities who influence the policy of industrial development and its environmental sustainability.
Economic theories can be expressed in words, numbers, graphs and symbols. The existing traditional economics textbooks cover all four methods, but the general focus is often more on writing about the theory and methods, with few practical examples. With an increasing number of universities having introduced mathematical economics at undergraduate level, Basic mathematics for economic students aims to fill this gap in the field. Basic mathematics for economic students begins with a comprehensive chapter on basic mathematical concepts and methods (suitable for self-study, revision or tutorial purposes) to ensure that students have the necessary foundation. The book is written in an accessible style and is extremely practical. Numerous mathematical economics examples and exercises are provided as well as fully worked solutions using numbers, graphs and symbols. Basic mathematics for economic students is aimed at all economics students. It focuses on quantitative aspects and especially complements the two highly popular theoretical economics textbooks Understanding microeconomics and Understanding macroeconomics, both written by Philip Mohr and published by Van Schaik.
Organizations can use the valuable tool of data envelopment analysis (DEA) to make informed decisions on developing successful strategies, setting specific goals, and identifying underperforming activities to improve the output or outcome of performance measurement. Strategic Performance Management and Measurement Using Data Envelopment Analysis highlights the advantages of using DEA as a tool to improve business performance and identify sources of inefficiency in public and private organizations. These recently developed theories and applications of DEA will be useful for policymakers, managers, and practitioners in the areas of sustainable development of our society including environment, agriculture, finance, and higher education sectors.
As conceived by the founders of the Econometric Society,
econometrics is a field that uses economic theory and statistical
methods to address empirical problems in economics. It is a tool
for empirical discovery and policy analysis. The chapters in this
volume embody this vision and either implement it directly or
provide the tools for doing so. This vision is not shared by those
who view econometrics as a branch of statistics rather than as a
distinct field of knowledge that designs methods of inference from
data based on models of human choice behavior and social
interactions. All of the essays in this volume and its companion
volume 6A offer guidance to the practitioner on how to apply the
methods they discuss to interpret economic data. The authors of the
chapters are all leading scholars in the fields they survey and
extend.
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.
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.
An analysis of, and factual details on, the economy, natural resources, populations, foreign economic activity, and radical economic reform in the Russian Far East. Features of the public and private sectors are discussed providing a comprehensive discussion of this area.
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.
Businesses are collecting massive amounts of data every day as a way to better understand their processes, competition, and the markets they serve. This data can be used to increase organizational productivity and performance; however, is essential that organizations collecting large data sets have the tools available to them to fully understand the data they are collecting. Organizational Productivity and Performance Measurements Using Predictive Modeling and Analytics takes a critical look at methods for enhancing an organization's operations and day-to-day activities through the effective use of data. Focusing on a variety of applications of predictive analytics within organizations of all types, this critical publication is an essential resource for business managers, data scientists, graduate-level students, and researchers.
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.
In a time of changing technology and cultural shifts, it is difficult to measure some aspects of the workforce. Education and the American Workforce brings together a comprehensive collection of employment and education information from federal statistical agencies. The Census Bureau is the leading source of quality data about the nation's people and economy. The Bureau of Labor Statistics (BLS) is the principal federal agency responsible for measuring labor market activity, working conditions, and price changes in the economy. Together, these agencies produce a wealth of information about the American workforce. This book includes information about the jobs that people hold, the occupations that they pursue, the industries where they work, and the education levels that people have attained. In addition to tables, each section also includes relevant figures and highlights of notable data. Some examples of interesting data found inside Education and the American Workforce include: *With no formal educational requirement and a median salary of $22,680, 4.5 million people are employed as retail salespersons, the most of any single occupation. Cashiers and food preparation/serving workers account for another 3.5 million each. There are 2.9 million registered nurses, the most numerous of occupations that require a bachelor's degree. *The biggest numeric decline is expected for Postal Service mail carriers, dropping by about 78,000 in ten years. When combined with other Postal Service occupations-such as clerks, sorters, postmasters, and others-a decline of 140,000 jobs is expected for the Postal Service. *Among the 75 largest counties, Bronx County, NY had the highest number of residents age 25 and over with less than a high school diploma at 29.4 percent while Montgomery County, PA had the lowest percentage at 6.2 percent. *Meanwhile, New York County, NY and Fairfax County, VA had the highest percentage of residents with a bachelor's degree or higher at 59.9 percent followed by Montgomery County, MD at 57.9 percent among the 75 largest counties. Nationally, between 2011 and 2015, 29.8 percent of the population had a bachelor's degree or higher.
Elgar Advanced Introductions are stimulating and thoughtful introductions to major fields in the social sciences, business and law, expertly written by the world's leading scholars. Designed to be accessible yet rigorous, they offer concise and lucid surveys of the substantive and policy issues associated with discrete subject areas. This Advanced Introduction provides a critical review and discussion of research concerning spatial statistics, differentiating between it and spatial econometrics, to answer a set of core questions covering the geographic-tagging-of-data origins of the concept and its theoretical underpinnings, conceptual advances, and challenges for future scholarly work. It offers a vital tool for understanding spatial statistics and surveys how concerns about violating the independent observations assumption of statistical analysis developed into this discipline. Key Features: A concise overview of spatial statistics theory and methods, looking at parallel developments in geostatistics and spatial econometrics, highlighting the eclipsing of centography and point pattern analysis by geostatistics and spatial autoregression, and the emergence of local analysis Contemporary descriptions of popular geospatial random variables, emphasizing one- and two-parameter spatial autoregression specifications, and Moran eigenvector spatial filtering coupled with a broad coverage of statistical estimation techniques A detailed articulation of a spatial statistical workflow conceptualization The helpful insights from empirical applications of spatial statistics in agronomy, criminology, demography, economics, epidemiology, geography, remotely sensed data, urban studies, and zoology/botany, will make this book a useful tool for upper-level students in these disciplines.
For Masters and PhD students in EconomicsIn this textbook, the duality between the equilibrium concept used in dynamic economic theory and the stationarity of economic variables is explained and used in the presentation of single equations models and system of equations such as VARs, recursive models and simultaneous equations models.The book also contains chapters on: exogeneity, in the context of estimation, policy analysis and forecasting; automatic (computer based) variable selection, and how it can aid in the specification of an empirical macroeconomic model; and finally, on a common framework for model-based economic forecasting.Supplementary materials and notes are available on the publisher's website. |
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