This volume gathers peer-reviewed contributions that address a wide range of recent developments in the methodology and applications of data analysis and classification tools in micro and macroeconomic problems. The papers were originally presented at the 29th Conference of the Section on Classification and Data Analysis of the Polish Statistical Association, SKAD 2020, held in Sopot, Poland, September 7-9, 2020. Providing a balance between methodological contributions and empirical papers, the book is divided into five parts focusing on methodology, finance, economics, social issues and applications dealing with COVID-19 data. It is aimed at a wide audience, including researchers at universities and research institutions, graduate and doctoral students, practitioners, data scientists and employees in public statistical institutions.

Notions of probability and uncertainty have been increasingly prominant in modern economics. This book considers the philosophical and practical difficulties inherent in integrating these concepts into realistic economic situations. It outlines and evaluates the major developments, indicating where further work is needed.
This book addresses:
* probability, utility and rationality within current economic thought and practice
* concepts of ignorance and indeterminancy
* experimental economics
* econometrics, with particular reference inference and estimation.

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.

The global financial crisis saw many Eurozone countries bearing excessive public debt. This led the government bond yields of some peripheral countries to rise sharply, resulting in the outbreak of the European sovereign debt crisis. The debt crisis is characterized by its immediate spread from Greece, the country of origin, to its neighbouring countries and the connection between the Eurozone banking sector and the public sector debt. Addressing these interesting features, this book sheds light on the impacts of the crisis on various financial markets in Europe. This book is among the first to conduct a thorough empirical analysis of the European sovereign debt crisis. It analyses, using advanced econometric methodologies, why the crisis escalated so prominently, having significant impacts on a wide range of financial markets, and was not just limited to government bond markets. The book also allows one to understand the consequences and the overall impact of such a debt crisis, enabling investors and policymakers to formulate diversification strategies, and create suitable regulatory frameworks.

First published in 1992, The Efficiency of New Issue Markets provides a theoretical discussion of the adverse selection model of the new issue market. It addresses the hypothesis that the method of distribution of new issues has an important bearing on the efficiency of these markets. In doing this, the book tests the efficiency of the Offer for Sale new issue market, which demonstrates the validity of the adverse selection model and contradicts the monopsony power hypothesis. This examines the relative efficiency of the new issue markets and in turn demonstrates the importance of distribution in determining relative efficiency. The book provides a comprehensive overview of under-pricing and through this assesses the efficiency of new issue markets.

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.

New Perspectives in Econometric Theory comprises specially selected papers by Halbert White which reflect his research in a variety of related areas in econometrics: heteroskedasticity of unknown form; nonlinear and nonparametric regression; instrumental variables and generalized method of moments estimation; and measurability and limit theory. In many instances, results from one paper provide the foundation for, or suggest new directions for, research taken up by others in the collection. The intent of collecting these papers together in the present volume, with new commentaries by the author, is to provide access both to a modern unified perspective for econometric theory and to a set of concepts and tools that will be useful to practitioners in the field. As a companion to the first volume entitled Advances in Econometric Theory, this latest selection of Halbert White's work will appeal to academics and researchers in econometrics and economic theory.

"Mathematics in Economics" is a valuable guide to the mathematical apparatus that underlies so much of modern economics. The approach to mathematics is rigorous and the mathematical techniques are always presented in the context of the economics problem they are used to solve. Students can therefore gain insight into, and familiarity with, the mathematical models and methods involved in the transition from "phenomenon" to quantitative statement.

Topics covered include: Sets and NumbersMatrices and VectorsModelling Consumer ChoiceDiscrete VariablesFunctionsEquilibriumEigenvalues and EigenvectorsLimits and their UsesContinuity and Its UsesPartial DifferentiationThe GradientTaylor's Theorem - An Approximation ToolEconomic Dynamics: Differential Equations.Each chapter ends with exercises designed to help students understand and practice the techniques they have learnt. The author has provided solutions to selected problems so that the book will function as an effective teaching tool on introductory courses in mathematics for economics, quantitative methods and for mathematicians taking a first course in economics. "Mathematics in Economics" has been developed from a course taught jointly by Ken Binmore (Professor of Economics) and Adam Ostaszewski (Senior Lecturer in Mathematics).

Concepts of probability are an integral component of economic theory. However there are many theories of probability and these are manifested in different approaches to economic theory itself. This text offers a clear and informative survey of the area serving to standardize terminology, and so to integrate probability into a discussion of the foundations of economic theory. Having summarized the three main, competing interpretations of probability, the author explains its fundamental importance in economics, and illustrates this with a comparison of Knight's and Keynes's very different conceptions. Finally, he examines the Austrian, Keynesian and New Classical/Rational Expectation schools of thought.

Comprising of seven up-to-date comprehensive surveys from leading scholars in Econometrics, this book follows the format of the highly successful book, "Surveys in Econometrics," edited by Oxley, et al. (Blackwell Publishers 1995).

This collection is a unique resource for advanced undergraduate and postgraduate students on quantitative/econometrics courses, as well as a wider range of academics and professional economists.

The contributions consider a range of contemporary topics from the area of cointegration and unit root testing where empirical examples are used wherever possible to illustrate the issue at hand. The topics range from issues associated with seasonality and cointegration, to panel unit root tests and the econometrics of I(2) processes.

Both parts of Volume 44 of Advances in Econometrics pay tribute to Fabio Canova for his major contributions to economics over the last four decades. Throughout his long and distinguished career, Canova's research has achieved both a prolific publication record and provided stellar research to the profession. His colleagues, co-authors and PhD students wish to express their deep gratitude to Fabio for his intellectual leadership and guidance, whilst showcasing the extensive advances in knowledge and theory made available by Canova for professionals in the field. Advances in Econometrics publishes original scholarly econometrics papers with the intention of expanding the use of developed and emerging econometric techniques by disseminating ideas on the theory and practice of econometrics throughout the empirical economic, business and social science literature. Annual volume themes, selected by the Series Editors, are their interpretation of important new methods and techniques emerging in economics, statistics and the social sciences.

This study, first published in 1979, examines and contrasts two concepts of credit rationing. The first concept takes the relevant price of credit to be the explicit interest rate on the loan and defines the demand for credit as the amount an individual borrower would like to receive at that rate. Under the alternative definition, the price of credit consists of the complete set of loan terms confronting a class of borrowers with given characteristics, while the demand for credit equals the total number of loan which members of the class would like to receive at those terms. This title will be of interest to students of monetary economics.

This title, first published in 1970, provides a comprehensive account of the public finance system in Britain. As well as providing a concise outline of the monetary system as a basis for the realistic understanding of public finance, the author also describes the pattern of government expenditure and revenue in the twentieth-century and goes on to give a detailed account of the taxation system up until April 1969. This title will be of interest to students of monetary economics.

This study, first published in 1994, is intended to deepen the readers understanding of the phenomenon of equilibrium credit rationing in two areas. The first area concerns the form that equilibrium credit rationing assumes and its importance in determining the behaviour of interest rates. The second concerns the role of equilibrium credit rationing in transmitting monetary shocks to the real sector. This title will be of interest to students of monetary economics.

The object of this work, first published in 1977, is to examine the history of the economic and monetary union (EMU) in the European Community, the policies of the parties involved and the conflicts of interest created in the political and economic environment within which all this has taken place. This title will be of interest to students of monetary economics and finance.

This title, first published in 1984, considers a temporary monetary equilibrium theory under certainty in a differentiable framework. Using the techniques of differential topology the author investigates the structure of the set of temporary monetary equilibria. Temporary Monetary Equilibrium Theory: A Differentiable Approach will be of interest to students of monetary economics.

Originally published in 1984. This book examines two important dimensions of efficiency in the foreign exchange market using econometric techniques. It responds to the macroeconomics trend to re-examining the theories of exchange rate determination following the erratic behaviour of exchange rates in the late 1970s. In particular the text looks at the relation between spot and forward exchange rates and the term structure of the forward premium, both of which require a joint test of market efficiency and the equilibrium model. Approaches used are the regression of spot rates on lagged forward rates and an explicit time series analysis of the spot and forward rates, using data from Canada, the United Kingdom, the Netherlands, Switzerland and Germany.

This title, first published in 1984, is a contribution to applied international trade theory. The author explores the specification and estimation of a multisector general equilibrium model of the open economy. The model is formulated with the aim of assessing empirically the effects of three key policy variables on trade flows, domestic prices, and the trade balance. The policy variables with which the author is concerned are the rate of growth of the stock of domestic credit, commercial policy, as represented by tariffs, and, finally, the exchange rate. This title will be of interest to students of economics.

Originally published in 1981, this book considers one particular area of econometrics- the linear model- where significant recent advances have been made. It considers both single and multiequation models with varying co-efficients, explains the various theories and techniques connected with these and goes on to describe the various applications of the models. Whilst the detailed explanation of the models will interest primarily econometrics specialists, the implications of the advances outlined and the applications of the models will intrest a wide range of economists.

Both parts of Volume 44 of Advances in Econometrics pay tribute to Fabio Canova for his major contributions to economics over the last four decades. Throughout his long and distinguished career, Canova's research has achieved both a prolific publication record and provided stellar research to the profession. His colleagues, co-authors and PhD students wish to express their deep gratitude to Fabio for his intellectual leadership and guidance, whilst showcasing the extensive advances in knowledge and theory made available by Canova for professionals in the field. Advances in Econometrics publishes original scholarly econometrics papers with the intention of expanding the use of developed and emerging econometric techniques by disseminating ideas on the theory and practice of econometrics throughout the empirical economic, business and social science literature. Annual volume themes, selected by the Series Editors, are their interpretation of important new methods and techniques emerging in economics, statistics and the social sciences.

Originally published in 1992 this title came out of a conference on emotion and cognition as antecedents and consequences of health and disease processes in children and adolescents. The theoretical rationale for the conference was based on the assumption that the development of emotion, cognition, health and illness are processes that influence each other through the life span and that these reciprocal interactions begin in infancy. The chapters discuss developmental theories, research and implications for interventions as they relate to promoting health, preventing disease, and treating illness in children and adolescents.

'Big data' is now readily available to economic historians, thanks to the digitisation of primary sources, collaborative research linking different data sets, and the publication of databases on the internet. Key economic indicators, such as the consumer price index, can be tracked over long periods, and qualitative information, such as land use, can be converted to a quantitative form. In order to fully exploit these innovations it is necessary to use sophisticated statistical techniques to reveal the patterns hidden in datasets, and this book shows how this can be done. A distinguished group of economic historians have teamed up with younger researchers to pilot the application of new techniques to 'big data'. Topics addressed in this volume include prices and the standard of living, money supply, credit markets, land values and land use, transport, technological innovation, and business networks. The research spans the medieval, early modern and modern periods. Research methods include simultaneous equation systems, stochastic trends and discrete choice modelling. This book is essential reading for doctoral and post-doctoral researchers in business, economic and social history. The case studies will also appeal to historical geographers and applied econometricians.

This introductory overview explores the methods, models and interdisciplinary links of artificial economics, a new way of doing economics in which the interactions of artificial economic agents are computationally simulated to study their individual and group behavior patterns. Conceptually and intuitively, and with simple examples, Mercado addresses the differences between the basic assumptions and methods of artificial economics and those of mainstream economics. He goes on to explore various disciplines from which the concepts and methods of artificial economics originate; for example cognitive science, neuroscience, artificial intelligence, evolutionary science and complexity science. Introductory discussions on several controversial issues are offered, such as the application of the concepts of evolution and complexity in economics and the relationship between artificial intelligence and the philosophies of mind. This is one of the first books to fully address artificial economics, emphasizing its interdisciplinary links and presenting in a balanced way its occasionally controversial aspects.

Any discussion of the various facets of petroleum policy in the United States rests to a greater or less extent on the issue of sensitivity of petroleum exploration, and hence of new petroleum discoveries to economic incentives. Indeed, a principle argument in favour of having a special petroleum policy at all is that domestic petroleum exploration is so sensitive to economic considerations that in the absence of special incentives exploration expenditures would sharply decrease, as would the amount of petroleum discovered; consequently, the nation's known oil resources would be reduced to an extent dangerous in the event of an international crisis. This study attempts to answer the question: how sensitive are new petroleum discoveries to economic incentives? This book will be of interest to students of environmental studies.

Essays in Economic Theory, first published in 1983, combines two essays on game theory and its applications in economics. The first, "Learning Behavior and the Noncooperative Equilibrium", considers whether an adaptive justification, like those commonly available for the optimization models frequently employed elsewhere in economics, can be found for the Nash noncooperative equilibrium. The second essay, "A Game of Fair Division", was motivated by the desire to find attractive methods for solving allocation problems and bargaining disputes that are simple enough to provide useful alternatives to existing methods. It studies in detail one such simple method: the classical "divide-and-choose" procedure. This book will be of interest to students of economics.