Introduction To Estimating Economic Models
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Introduction To Estimating Economic Models
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Author : Atsushi Maki
language : en
Publisher: Routledge
Release Date : 2010-12-14
Introduction To Estimating Economic Models written by Atsushi Maki and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-12-14 with Business & Economics categories.
The book's comprehensive coverage on the application of econometric methods to empirical analysis of economic issues is impressive. It uncovers the missing link between textbooks on economic theory and econometrics and highlights the powerful connection between economic theory and empirical analysis perfectly through examples on rigorous experimental design. The use of data sets for estimation derived with the Monte Carlo method helps facilitate the understanding of the role of hypothesis testing applied to economic models. Topics covered in the book are: consumer behavior, producer behavior, market equilibrium, macroeconomic models, qualitative-response models, panel data analysis and time-series analysis. Key econometric models are introduced, specified, estimated and evaluated. The treatment on methods of estimation in econometrics and the discipline of hypothesis testing makes it a must-have for graduate students of economics and econometrics and aids their understanding on how to estimate economic models and evaluate the results in terms of policy implications.
Applied Econometrics With R
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Author : Christian Kleiber
language : en
Publisher: Springer Science & Business Media
Release Date : 2008-12-10
Applied Econometrics With R written by Christian Kleiber and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-12-10 with Business & Economics categories.
R is a language and environment for data analysis and graphics. It may be considered an implementation of S, an award-winning language initially - veloped at Bell Laboratories since the late 1970s. The R project was initiated by Robert Gentleman and Ross Ihaka at the University of Auckland, New Zealand, in the early 1990s, and has been developed by an international team since mid-1997. Historically, econometricians have favored other computing environments, some of which have fallen by the wayside, and also a variety of packages with canned routines. We believe that R has great potential in econometrics, both for research and for teaching. There are at least three reasons for this: (1) R is mostly platform independent and runs on Microsoft Windows, the Mac family of operating systems, and various ?avors of Unix/Linux, and also on some more exotic platforms. (2) R is free software that can be downloaded and installed at no cost from a family of mirror sites around the globe, the Comprehensive R Archive Network (CRAN); hence students can easily install it on their own machines. (3) R is open-source software, so that the full source code is available and can be inspected to understand what it really does, learn from it, and modify and extend it. We also like to think that platform independence and the open-source philosophy make R an ideal environment for reproducible econometric research.
Econometric Analysis Of Cross Section And Panel Data Second Edition
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Author : Jeffrey M. Wooldridge
language : en
Publisher: MIT Press
Release Date : 2010-10-01
Econometric Analysis Of Cross Section And Panel Data Second Edition written by Jeffrey M. Wooldridge and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-10-01 with Business & Economics categories.
The second edition of a comprehensive state-of-the-art graduate level text on microeconometric methods, substantially revised and updated. The second edition of this acclaimed graduate text provides a unified treatment of two methods used in contemporary econometric research, cross section and data panel methods. By focusing on assumptions that can be given behavioral content, the book maintains an appropriate level of rigor while emphasizing intuitive thinking. The analysis covers both linear and nonlinear models, including models with dynamics and/or individual heterogeneity. In addition to general estimation frameworks (particular methods of moments and maximum likelihood), specific linear and nonlinear methods are covered in detail, including probit and logit models and their multivariate, Tobit models, models for count data, censored and missing data schemes, causal (or treatment) effects, and duration analysis. Econometric Analysis of Cross Section and Panel Data was the first graduate econometrics text to focus on microeconomic data structures, allowing assumptions to be separated into population and sampling assumptions. This second edition has been substantially updated and revised. Improvements include a broader class of models for missing data problems; more detailed treatment of cluster problems, an important topic for empirical researchers; expanded discussion of "generalized instrumental variables" (GIV) estimation; new coverage (based on the author's own recent research) of inverse probability weighting; a more complete framework for estimating treatment effects with panel data, and a firmly established link between econometric approaches to nonlinear panel data and the "generalized estimating equation" literature popular in statistics and other fields. New attention is given to explaining when particular econometric methods can be applied; the goal is not only to tell readers what does work, but why certain "obvious" procedures do not. The numerous included exercises, both theoretical and computer-based, allow the reader to extend methods covered in the text and discover new insights.
Estimating Economic Values For Nature
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Author : Vincent Kerry Smith
language : en
Publisher: Edward Elgar Publishing
Release Date : 1996-06
Estimating Economic Values For Nature written by Vincent Kerry Smith and has been published by Edward Elgar Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 1996-06 with Business & Economics categories.
Estimating Economic Values for Nature presents, in one volume, a collection of V. Kerry Smith's papers prepared over 25 years dealing with the theory and practice of non-market valuation for environmental resources. Taken together, the papers explore the conceptual basis, the implementation process and empirical performance of all available methods of measuring economic values for the services of nature and how these values are constructed from people's choices. The issues discussed in this volume include travel cost recreation demand, averting behaviour, household production, hedonic property value, hedonic wage and contingent valuation methods. These essays describe what has been learned from past benefit analysis, using meta-analysis, as well as the issues at the frontier of current research in the area. This important volume will be welcomed by environmental and public economists, as well as practitioners of cost-benefit analysis, as an authoritative and comprehensive discussion of non-market valuation.
Introduction To Econometrics
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Author : James H. Stock
language : en
Publisher:
Release Date : 2011
Introduction To Econometrics written by James H. Stock and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011 with Business & Economics categories.
To make econometrics relevant in an introductory course, interesting applications must motivate the theory and the theory must match the applications. This text aims to motivate the need for tools with concrete applications, providing simple assumptions that match the application.
An Introduction To Efficiency And Productivity Analysis
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Author : Timothy J. Coelli
language : en
Publisher: Springer Science & Business Media
Release Date : 2005-12-06
An Introduction To Efficiency And Productivity Analysis written by Timothy J. Coelli and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-12-06 with Business & Economics categories.
The second edition of this book has been written for the same audience as the first edition. It is designed to be a "first port of call" for people wishing to study efficiency and productivity analysis. The book provides an accessible introduction to the four principal methods involved: econometric estimation of average response models; index numbers; data envelopment analysis (DEA); and stochastic firontier analysis (SFA). For each method, we provide a detailed introduction to the basic concepts, give some simple numerical examples, discuss some of the more important extensions to the basic methods, and provide references for further reading. In addition, we provide a number of detailed empirical applications using real-world data. The book can be used as a textbook or as a reference text. As a textbook, it probably contains too much material to cover in a single semester, so most instructors will want to design a course around a subset of chapters. For example, Chapter 2 is devoted to a review of production economics and could probably be skipped in a course for graduate economics majors. However, it should prove useful to undergraduate students and those doing a major in another field, such as business management or health studies.
Foundations Of Modern Econometrics A Unified Approach
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Author : Yongmiao Hong
language : en
Publisher: World Scientific
Release Date : 2020-07-13
Foundations Of Modern Econometrics A Unified Approach written by Yongmiao Hong and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-07-13 with Business & Economics categories.
Modern economies are full of uncertainties and risk. Economics studies resource allocations in an uncertain market environment. As a generally applicable quantitative analytic tool for uncertain events, probability and statistics have been playing an important role in economic research. Econometrics is statistical analysis of economic and financial data. In the past four decades or so, economics has witnessed a so-called 'empirical revolution' in its research paradigm, and as the main methodology in empirical studies in economics, econometrics has been playing an important role. It has become an indispensable part of training in modern economics, business and management.This book develops a coherent set of econometric theory, methods and tools for economic models. It is written as a textbook for graduate students in economics, business, management, statistics, applied mathematics, and related fields. It can also be used as a reference book on econometric theory by scholars who may be interested in both theoretical and applied econometrics.
Behavioral Economics
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Author : Edward Cartwright
language : en
Publisher: Routledge
Release Date : 2018-01-23
Behavioral Economics written by Edward Cartwright and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-01-23 with Business & Economics categories.
Over the last few decades behavioral economics has revolutionized the discipline. It has done so by putting the human back into economics, by recognizing that people sometimes make mistakes, care about others and are generally not as cold and calculating as economists have traditionally assumed. The results have been exciting and fascinating, and have fundamentally changed the way we look at economic behavior. This textbook introduces all the key results and insights of behavioral economics to a student audience. Ideas such as mental accounting, prospect theory, present bias, inequality aversion and learning are explained in detail. These ideas are also applied in diverse settings such as auctions, stock market crashes, charitable donations and health care, to show why behavioral economics is crucial to understanding the world around us. Consideration is also given to what makes people happy, and how we can potentially nudge people to be happier. This new edition contains expanded and updated coverage of contract theory, bargaining in the family, time and risk, and stochastic reference points, among other topics, to ensure that readers are kept up to speed with this fast-paced field. The companion website is also updated with a range of new questions and worked examples. This book remains the ideal introduction to behavioral economics for advanced undergraduate and graduate students.
Microeconometrics
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Author : A. Colin Cameron
language : en
Publisher: Cambridge University Press
Release Date : 2005-05-09
Microeconometrics written by A. Colin Cameron 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 2005-05-09 with Business & Economics categories.
This book provides the most comprehensive treatment to date of microeconometrics, the analysis of individual-level data on the economic behavior of individuals or firms using regression methods for cross section and panel data. The book is oriented to the practitioner. A basic understanding of the linear regression model with matrix algebra is assumed. The text can be used for a microeconometrics course, typically a second-year economics PhD course; for data-oriented applied microeconometrics field courses; and as a reference work for graduate students and applied researchers who wish to fill in gaps in their toolkit. Distinguishing features of the book include emphasis on nonlinear models and robust inference, simulation-based estimation, and problems of complex survey data. The book makes frequent use of numerical examples based on generated data to illustrate the key models and methods. More substantially, it systematically integrates into the text empirical illustrations based on seven large and exceptionally rich data sets.
Mathematical And Statistical Tools For Economic Modeling And Research
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Author : Pasquale De Marco
language : en
Publisher: Pasquale De Marco
Release Date : 2025-03-07
Mathematical And Statistical Tools For Economic Modeling And Research written by Pasquale De Marco and has been published by Pasquale De Marco this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-07 with Business & Economics categories.
**Mathematical and Statistical Tools for Economic Modeling and Research** provides a comprehensive introduction to econometrics, the branch of economics that uses mathematical and statistical methods to analyze economic data. This book is written for students and practitioners who want to learn how to use econometric methods to analyze economic data and make predictions about economic behavior. The book covers a wide range of topics, including: * The foundations of econometrics * Estimation and inference * Model building and specification * Advanced econometric methods * Forecasting and policy analysis The book is written in a clear and concise style, and it is packed with examples and exercises to help readers learn the material. It is also up-to-date with the latest developments in econometrics. **Mathematical and Statistical Tools for Economic Modeling and Research** is an essential resource for students and practitioners who want to learn how to use econometric methods to analyze economic data and make predictions about economic behavior. It is also a valuable resource for anyone who wants to understand the economy and make informed decisions about economic policy. This book is a valuable resource for anyone who wants to understand the economy and make informed decisions about economic policy. It is also a valuable resource for students and practitioners who want to learn how to use econometric methods to analyze economic data and make predictions about economic behavior. Econometrics is a powerful tool that can be used to improve our understanding of the economy and make better decisions about economic policy. This book provides a comprehensive introduction to econometrics that will help readers develop the skills they need to use econometric methods to analyze economic data and make predictions about economic behavior. If you like this book, write a review!