Modeling Dependence in Econometrics

Modeling Dependence in Econometrics

Author: Van-Nam Huynh

Publisher: Springer Science & Business Media

Published: 2013-11-18

Total Pages: 570

ISBN-13: 3319033956

DOWNLOAD EBOOK

In economics, many quantities are related to each other. Such economic relations are often much more complex than relations in science and engineering, where some quantities are independence and the relation between others can be well approximated by linear functions. As a result of this complexity, when we apply traditional statistical techniques - developed for science and engineering - to process economic data, the inadequate treatment of dependence leads to misleading models and erroneous predictions. Some economists even blamed such inadequate treatment of dependence for the 2008 financial crisis. To make economic models more adequate, we need more accurate techniques for describing dependence. Such techniques are currently being developed. This book contains description of state-of-the-art techniques for modeling dependence and economic applications of these techniques. Most of these research developments are centered around the notion of a copula - a general way of describing dependence in probability theory and statistics. To be even more adequate, many papers go beyond traditional copula techniques and take into account, e.g., the dynamical (changing) character of the dependence in economics.


Handbook of Empirical Economics and Finance

Handbook of Empirical Economics and Finance

Author: Aman Ullah

Publisher: CRC Press

Published: 2016-04-19

Total Pages: 532

ISBN-13: 9781420070361

DOWNLOAD EBOOK

Handbook of Empirical Economics and Finance explores the latest developments in the analysis and modeling of economic and financial data. Well-recognized econometric experts discuss the rapidly growing research in economics and finance and offer insight on the future direction of these fields. Focusing on micro models, the first group of chapters describes the statistical issues involved in the analysis of econometric models with cross-sectional data often arising in microeconomics. The book then illustrates time series models that are extensively used in empirical macroeconomics and finance. The last set of chapters explores the types of panel data and spatial models that are becoming increasingly significant in analyzing complex economic behavior and policy evaluations. This handbook brings together both background material and new methodological and applied results that are extremely important to the current and future frontiers in empirical economics and finance. It emphasizes inferential issues that transpire in the analysis of cross-sectional, time series, and panel data-based empirical models in economics, finance, and related disciplines.


Information and Entropy Econometrics

Information and Entropy Econometrics

Author: Amos Golan

Publisher: Now Publishers Inc

Published: 2008

Total Pages: 167

ISBN-13: 160198104X

DOWNLOAD EBOOK

Information and Entropy Econometrics - A Review and Synthesis summarizes the basics of information theoretic methods in econometrics and the connecting theme among these methods. The sub-class of methods that treat the observed sample moments as stochastic is discussed in greater details. I Information and Entropy Econometrics - A Review and Synthesis -focuses on inter-connection between information theory, estimation and inference. -provides a detailed survey of information theoretic concepts and quantities used within econometrics and then show how these quantities are used within IEE. -pays special attention for the interpretation of these quantities and for describing the relationships between information theoretic estimators and traditional estimators. Readers need a basic knowledge of econometrics, but do not need prior knowledge of information theory. The survey is self contained and interested readers can replicate all results and examples provided. Whenever necessary the readers are referred to the relevant literature. Information and Entropy Econometrics - A Review and Synthesis will benefit researchers looking for a concise introduction to the basics of IEE and to acquire the basic tools necessary for using and understanding these methods. Applied researchers can use the book to learn improved new methods, and applications for extracting information from noisy and limited data and for learning from these data.


Bayesian Analysis in Statistics and Econometrics

Bayesian Analysis in Statistics and Econometrics

Author: Donald A. Berry

Publisher: John Wiley & Sons

Published: 1996

Total Pages: 610

ISBN-13: 9780471118565

DOWNLOAD EBOOK

This book is a definitive work that captures the current state of knowledge of Bayesian Analysis in Statistics and Econometrics and attempts to move it forward. It covers such topics as foundations, forecasting inferential matters, regression, computation and applications.


Maximum Entropy Econometrics

Maximum Entropy Econometrics

Author: Amos Golan

Publisher: John Wiley & Sons

Published: 1996-05

Total Pages: 336

ISBN-13:

DOWNLOAD EBOOK

This monograph examines the problem of recovering and processing information when the underlying data are limited or partial, and the corresponding models that form the basis for estimation and inference are ill-posed or undermined


Foundations and Applications of Complexity Economics

Foundations and Applications of Complexity Economics

Author: J. Barkley Rosser, Jr.

Publisher: Springer Nature

Published: 2021-05-21

Total Pages: 174

ISBN-13: 3030706680

DOWNLOAD EBOOK

This book presents a survey of the aspects of economic complexity, with a focus on foundational, interdisciplinary ideas. The long-awaited follow up to his 2011 volume Complex Evolutionary Dynamics in Urban-Regional and Ecologic-Economic Systems: From Catastrophe to Chaos and Beyond, this volume draws together the threads of Rosser’s earlier work on complexity theory and its wide applications in economics and an expanded list of related disciplines. The book begins with a full account of the broader categories of complexity in economics--dynamic, computational, hierarchical, and structural--before shifting to more detailed analysis. The next two chapters address problems associated with computational complexity, especially those of computability, and discuss the Godel Incompleteness Theorem with a focus on reflexivity. The middle chapters discuss the relationship between entropy, econophysics, evolution, and economic complexity, respectively, with applications in urban and regional dynamics, ecological economics, general equilibrium theory, as well as financial market dynamics. The final chapter works to bring together these themes into a broader framework and expose some of the limits concerning analysis of deeper foundational issues. With applications in all disciplines characterized by interconnected nonlinear adaptive systems, this book is appropriate for graduate students, professors and practitioners in economics and related disciplines such as regional science, mathematics, physics, biology, environmental sciences, philosophy, and psychology.


Social Fairness and Economics

Social Fairness and Economics

Author: Lance Taylor

Publisher: Routledge

Published: 2013-02-11

Total Pages: 427

ISBN-13: 1136270876

DOWNLOAD EBOOK

This volume brings together papers inspired by the work of Duncan Foley, an extraordinarily productive economist who has made seminal contributions to a wide variety of areas. Foley’s work cannot be easily classified, but one thread that runs through it is a critical examination (along both ethical and analytical lines) of conventional neoclassical economic theory, particularly involving general equilibrium theories of value and money. Foley was a pioneer of complexity economics as well, which adopts approaches to these questions drawn from natural sciences, so the collection therefore has an interdisciplinary quality that will interest a wide variety of readers. Some of the chapters are intellectual biographies that contextualize and identify Foley’s contributions to Keynesian macroeconomics, Marxian value theory, and complexity theory in economics. The topics covered include the economics of complexity; the ethics of general equilibrium theory; the economics of climate change; applications of Keynesian, Marxian and Ricardian political economy; and money and financial crises. The collection should be useful to scholars who work in various economic traditions critical of the currently dominant free-market approach, but it also speaks to scholars of critical theory in various disciplines beyond economics such as the mathematicians, physicists, and other natural scientists who are interested in understanding the complexity of social processes using their analytical frameworks. This book should also appeal to graduate students in economics who are working in these traditions, as well as scholars (including current graduate students in orthodox programs) who are dissatisfied with the current state of economic theory and would like to satisfy their intellectual curiosity by sampling the contributions of critical theorists.


Fuzzy Language in Literature and Translation

Fuzzy Language in Literature and Translation

Author: Lu SHAO

Publisher: Taylor & Francis

Published: 2023-06-16

Total Pages: 197

ISBN-13: 100089794X

DOWNLOAD EBOOK

Bringing a fuzzy logic-based approach into translation studies and drawing on the theory of information entropy, this book discusses the translation of fuzzy language in literary works and advances a new method of measuring text fuzziness between translation and source text. Based on illustrative examples from the popular novel The Da Vinci Code and its two translated Chinese versions, the study demonstrates the fuzziness measuring method through an algorithmic process. More specifically, information entropy is applied to measure the uncertainty associated with readers’ understanding of the original and its corresponding target texts. The underlying hypothesis is that the probability distribution in which readers will understand identified fuzzy discourse is measurable. By further explicating the validity of the hypothesis, it seeks to solve translational “fuzzy” problems in the translation process and offers an alternative, novel approach to the study of “fuzzy” literary texts and their translation. Hopefully, the argument of the book that the intrinsic uncertainty of fuzzy language can be evaluated through Shannon’s information entropy will open up a new avenue to the quantitative description of the fuzziness of language and translation. This book will be of interest to scholars and students in translation studies, applied linguistics, and literary criticism.


Science from Fisher Information

Science from Fisher Information

Author: B. Roy Frieden

Publisher: Cambridge University Press

Published: 2004-06-10

Total Pages: 516

ISBN-13: 9780521009119

DOWNLOAD EBOOK

A new edition of the hugely successful 'Physics from Fisher Information'.