An Information Theoretic Approach To Econometrics
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An Information Theoretic Approach To Econometrics
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Author : George G. Judge
language : en
Publisher: Cambridge University Press
Release Date : 2011-12-12
An Information Theoretic Approach To Econometrics written by George G. Judge and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-12-12 with Business & Economics categories.
This book is intended to provide the reader with a firm conceptual and empirical understanding of basic information-theoretic econometric models and methods. Because most data are observational, practitioners work with indirect noisy observations and ill-posed econometric models in the form of stochastic inverse problems. Consequently, traditional econometric methods in many cases are not applicable for answering many of the quantitative questions that analysts wish to ask. After initial chapters deal with parametric and semiparametric linear probability models, the focus turns to solving nonparametric stochastic inverse problems. In succeeding chapters, a family of power divergence measure-likelihood functions are introduced for a range of traditional and nontraditional econometric-model problems. Finally, within either an empirical maximum likelihood or loss context, Ron C. Mittelhammer and George G. Judge suggest a basis for choosing a member of the divergence family.
An Information Theoretic Approach To Econometrics
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Author :
language : en
Publisher:
Release Date : 2011
An Information Theoretic Approach To Econometrics written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011 with categories.
Information Theoretic Approach To Econometrics
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Author : George G. Judge
language : en
Publisher:
Release Date : 2014-05-14
Information Theoretic Approach To Econometrics written by George G. Judge and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-05-14 with Econometrics categories.
This book is intended to provide the reader with a firm conceptual and empirical understanding of basic information-theoretic econometric models and methods. Because most data are observational, practitioners work with indirect noisy observations and ill-posed econometric models in the form of stochastic inverse problems. Consequently, traditional econometric methods in many cases are not applicable for answering many of the quantitative questions that analysts wish to ask. After initial chapters deal with parametric and semiparametric linear probability models, the focus turns to solving nonparametric stochastic inverse problems. In succeeding chapters, a family of power divergence measure likelihood functions are introduced for a range of traditional and nontraditional econometric-model problems. Finally, within either an empirical maximum likelihood or loss context, Ron C. Mittelhammer and George G. Judge suggest a basis for choosing a member of the divergence family.
Foundations Of Info Metrics
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Author : Amos Golan
language : en
Publisher: Oxford University Press
Release Date : 2018
Foundations Of Info Metrics written by Amos Golan and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018 with Business & Economics categories.
Info-metrics is the science of modeling, reasoning, and drawing inferences under conditions of noisy and insufficient information. It is at the intersection of information theory, statistical inference, and decision-making under uncertainty. It plays an important role in helping make informed decisions even when there is inadequate or incomplete information because it provides a framework to process available information with minimal reliance on assumptions that cannot be validated. In this pioneering book, Amos Golan, a leader in info-metrics, focuses on unifying information processing, modeling and inference within a single constrained optimization framework. Foundations of Info-Metrics provides an overview of modeling and inference, rather than a problem specific model, and progresses from the simple premise that information is often insufficient to provide a unique answer for decisions we wish to make. Each decision, or solution, is derived from the available input information along with a choice of inferential procedure. The book contains numerous multidisciplinary applications and case studies, which demonstrate the simplicity and generality of the framework in real world settings. Examples include initial diagnosis at an emergency room, optimal dose decisions, election forecasting, network and information aggregation, weather pattern analyses, portfolio allocation, strategy inference for interacting entities, incorporation of prior information, option pricing, and modeling an interacting social system. Graphical representations illustrate how results can be visualized while exercises and problem sets facilitate extensions. This book is this designed to be accessible for researchers, graduate students, and practitioners across the disciplines.
The Theory And Practice Of Econometrics
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Author : George G. Judge
language : en
Publisher: John Wiley & Sons
Release Date : 1991-01-16
The Theory And Practice Of Econometrics written by George G. Judge and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 1991-01-16 with Business & Economics categories.
This broadly based graduate-level textbook covers the major models and statistical tools currently used in the practice of econometrics. It examines the classical, the decision theory, and the Bayesian approaches, and contains material on single equation and simultaneous equation econometric models. Includes an extensive reference list for each topic.
The Routledge Handbook Of Agricultural Economics
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Author : Gail L. Cramer
language : en
Publisher: Routledge
Release Date : 2018-07-23
The Routledge Handbook Of Agricultural Economics written by Gail L. Cramer and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-07-23 with Business & Economics categories.
This Handbook offers an up-to-date collection of research on agricultural economics. Drawing together scholarship from experts at the top of their profession and from around the world, this collection provides new insights into the area of agricultural economics. The Routledge Handbook of Agricultural Economics explores a broad variety of topics including welfare economics, econometrics, agribusiness, and consumer economics. This wide range reflects the way in which agricultural economics encompasses a large sector of any economy, and the chapters present both an introduction to the subjects as well as the methodology, statistical background, and operations research techniques needed to solve practical economic problems. In addition, food economics is given a special focus in the Handbook due to the recent emphasis on health and feeding the world population a quality diet. Furthermore, through examining these diverse topics, the authors seek to provide some indication of the direction of research in these areas and where future research endeavors may be productive. Acting as a comprehensive, up-to-date, and definitive work of reference, this Handbook will be of use to researchers, faculty, and graduate students looking to deepen their understanding of agricultural economics, agribusiness, and applied economics, and the interrelationship of those areas.
Agricultural Economics And Policy
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Author : David Zilberman
language : en
Publisher: World Scientific
Release Date : 2025-06-06
Agricultural Economics And Policy written by David Zilberman and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-06 with Business & Economics categories.
This textbook is about modern agricultural economics and policy aimed at advanced degree students. Based on the lecture notes taught at the University of California, Berkeley, it presents a comprehensive perspective on agricultural policy, its evolution, challenges, and limitations. The first part of the book includes cutting-edge analytical analysis of production, technology, risk, environmental, and policy issues in agriculture. The second part of the book applies the analysis in areas of agricultural supply chain, food security, land conservation, pesticide use, and climate change. The book provides a multidisciplinary approach to analyse natural resources and environmental issues in agriculture, and introduces readers to the concepts of sustainability, biodiversity, bioeconomy, supply chain, and the role of agriculture and natural resources in addressing climate change. The book includes numerous applications as well as six problem sets with selected solutions.
Springer Handbook Of Science And Technology Indicators
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Author : Wolfgang Glänzel
language : en
Publisher: Springer Nature
Release Date : 2019-10-30
Springer Handbook Of Science And Technology Indicators written by Wolfgang Glänzel and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-10-30 with Science categories.
This handbook presents the state of the art of quantitative methods and models to understand and assess the science and technology system. Focusing on various aspects of the development and application of indicators derived from data on scholarly publications, patents and electronic communications, the individual chapters, written by leading experts, discuss theoretical and methodological issues, illustrate applications, highlight their policy context and relevance, and point to future research directions. A substantial portion of the book is dedicated to detailed descriptions and analyses of data sources, presenting both traditional and advanced approaches. It addresses the main bibliographic metrics and indexes, such as the journal impact factor and the h-index, as well as altmetric and webometric indicators and science mapping techniques on different levels of aggregation and in the context of their value for the assessment of research performance as well as their impact on research policy and society. It also presents and critically discusses various national research evaluation systems. Complementing the sections reflecting on the science system, the technology section includes multiple chapters that explain different aspects of patent statistics, patent classification and database search methods to retrieve patent-related information. In addition, it examines the relevance of trademarks and standards as additional technological indicators. The Springer Handbook of Science and Technology Indicators is an invaluable resource for practitioners, scientists and policy makers wanting a systematic and thorough analysis of the potential and limitations of the various approaches to assess research and research performance.
Advances In Info Metrics
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Author : Min Chen
language : en
Publisher: Oxford University Press
Release Date : 2020-11-06
Advances In Info Metrics written by Min Chen and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-11-06 with Business & Economics categories.
Info-metrics is a framework for modeling, reasoning, and drawing inferences under conditions of noisy and insufficient information. It is an interdisciplinary framework situated at the intersection of information theory, statistical inference, and decision-making under uncertainty. In Advances in Info-Metrics, Min Chen, J. Michael Dunn, Amos Golan, and Aman Ullah bring together a group of thirty experts to expand the study of info-metrics across the sciences and demonstrate how to solve problems using this interdisciplinary framework. Building on the theoretical underpinnings of info-metrics, the volume sheds new light on statistical inference, information, and general problem solving. The book explores the basis of information-theoretic inference and its mathematical and philosophical foundations. It emphasizes the interrelationship between information and inference and includes explanations of model building, theory creation, estimation, prediction, and decision making. Each of the nineteen chapters provides the necessary tools for using the info-metrics framework to solve a problem. The collection covers recent developments in the field, as well as many new cross-disciplinary case studies and examples. Designed to be accessible for researchers, graduate students, and practitioners across disciplines, this book provides a clear, hands-on experience for readers interested in solving problems when presented with incomplete and imperfect information.
Essays In Honor Of Jerry Hausman
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Author : Badi H. Baltagi
language : en
Publisher: Emerald Group Publishing
Release Date : 2012-12-17
Essays In Honor Of Jerry Hausman written by Badi H. Baltagi and has been published by Emerald Group Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-17 with Business & Economics categories.
Aims to annually publish original scholarly econometrics papers on designated topics 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.