Handbook of Research Methods and Applications in Empirical Macroeconomics

Handbook of Research Methods and Applications in Empirical Macroeconomics

Author: Nigar Hashimzade

Publisher: Edward Elgar Publishing

Published: 2013-01-01

Total Pages: 627

ISBN-13: 0857931024

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This comprehensive Handbook presents the current state of art in the theory and methodology of macroeconomic data analysis. It is intended as a reference for graduate students and researchers interested in exploring new methodologies, but can also be employed as a graduate text. The Handbook concentrates on the most important issues, models and techniques for research in macroeconomics, and highlights the core methodologies and their empirical application in an accessible manner. Each chapter is largely self-contained, whilst the comprehensive introduction provides an overview of the key statistical concepts and methods. All of the chapters include the essential references for each topic and provide a sound guide for further reading. Topics covered include unit roots, non-linearities and structural breaks, time aggregation, forecasting, the Kalman filter, generalised method of moments, maximum likelihood and Bayesian estimation, vector autoregressive, dynamic stochastic general equilibrium and dynamic panel models. Presenting the most important models and techniques for empirical research, this Handbook will appeal to students, researchers and academics working in empirical macro and econometrics.


Book Synopsis Handbook of Research Methods and Applications in Empirical Macroeconomics by : Nigar Hashimzade

Download or read book Handbook of Research Methods and Applications in Empirical Macroeconomics written by Nigar Hashimzade and published by Edward Elgar Publishing. This book was released on 2013-01-01 with total page 627 pages. Available in PDF, EPUB and Kindle. Book excerpt: This comprehensive Handbook presents the current state of art in the theory and methodology of macroeconomic data analysis. It is intended as a reference for graduate students and researchers interested in exploring new methodologies, but can also be employed as a graduate text. The Handbook concentrates on the most important issues, models and techniques for research in macroeconomics, and highlights the core methodologies and their empirical application in an accessible manner. Each chapter is largely self-contained, whilst the comprehensive introduction provides an overview of the key statistical concepts and methods. All of the chapters include the essential references for each topic and provide a sound guide for further reading. Topics covered include unit roots, non-linearities and structural breaks, time aggregation, forecasting, the Kalman filter, generalised method of moments, maximum likelihood and Bayesian estimation, vector autoregressive, dynamic stochastic general equilibrium and dynamic panel models. Presenting the most important models and techniques for empirical research, this Handbook will appeal to students, researchers and academics working in empirical macro and econometrics.


Handbook of Research Methods and Applications in Empirical Microeconomics

Handbook of Research Methods and Applications in Empirical Microeconomics

Author: Hashimzade, Nigar

Publisher: Edward Elgar Publishing

Published: 2021-11-18

Total Pages: 672

ISBN-13: 1788976487

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Written in a comprehensive yet accessible style, this Handbook introduces readers to a range of modern empirical methods with applications in microeconomics, illustrating how to use two of the most popular software packages, Stata and R, in microeconometric applications.


Book Synopsis Handbook of Research Methods and Applications in Empirical Microeconomics by : Hashimzade, Nigar

Download or read book Handbook of Research Methods and Applications in Empirical Microeconomics written by Hashimzade, Nigar and published by Edward Elgar Publishing. This book was released on 2021-11-18 with total page 672 pages. Available in PDF, EPUB and Kindle. Book excerpt: Written in a comprehensive yet accessible style, this Handbook introduces readers to a range of modern empirical methods with applications in microeconomics, illustrating how to use two of the most popular software packages, Stata and R, in microeconometric applications.


Handbook of Research Methods and Applications in Empirical Finance

Handbook of Research Methods and Applications in Empirical Finance

Author: Adrian R. Bell

Publisher: Edward Elgar Publishing

Published: 2013-01-01

Total Pages: 494

ISBN-13: 0857936093

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This impressive Handbook presents the quantitative techniques that are commonly employed in empirical finance research together with real-world, state-of-the-art research examples. Written by international experts in their field, the unique approach describes a question or issue in finance and then demonstrates the methodologies that may be used to solve it. All of the techniques described are used to address real problems rather than being presented for their own sake, and the areas of application have been carefully selected so that a broad range of methodological approaches can be covered. The Handbook is aimed primarily at doctoral researchers and academics who are engaged in conducting original empirical research in finance. In addition, the book will be useful to researchers in the financial markets and also advanced Masters-level students who are writing dissertations.


Book Synopsis Handbook of Research Methods and Applications in Empirical Finance by : Adrian R. Bell

Download or read book Handbook of Research Methods and Applications in Empirical Finance written by Adrian R. Bell and published by Edward Elgar Publishing. This book was released on 2013-01-01 with total page 494 pages. Available in PDF, EPUB and Kindle. Book excerpt: This impressive Handbook presents the quantitative techniques that are commonly employed in empirical finance research together with real-world, state-of-the-art research examples. Written by international experts in their field, the unique approach describes a question or issue in finance and then demonstrates the methodologies that may be used to solve it. All of the techniques described are used to address real problems rather than being presented for their own sake, and the areas of application have been carefully selected so that a broad range of methodological approaches can be covered. The Handbook is aimed primarily at doctoral researchers and academics who are engaged in conducting original empirical research in finance. In addition, the book will be useful to researchers in the financial markets and also advanced Masters-level students who are writing dissertations.


Handbook of Research Methods and Applications in Experimental Economics

Handbook of Research Methods and Applications in Experimental Economics

Author: Arthur Schram

Publisher: Edward Elgar Publishing

Published: 2019

Total Pages: 448

ISBN-13: 1788110560

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This volume offers a comprehensive review of experimental methods in economics. Its 21 chapters cover theoretical and practical issues such as incentives, theory and policy development, data analysis, recruitment, software and laboratory organization. The Handbook includes separate parts on procedures, field experiments and neuroeconomics, and provides the first methodological overview of replication studies and a novel set-valued equilibrium concept. As a whole, the combination of basic methods and current developments will aid both beginners and advanced experimental economists.


Book Synopsis Handbook of Research Methods and Applications in Experimental Economics by : Arthur Schram

Download or read book Handbook of Research Methods and Applications in Experimental Economics written by Arthur Schram and published by Edward Elgar Publishing. This book was released on 2019 with total page 448 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume offers a comprehensive review of experimental methods in economics. Its 21 chapters cover theoretical and practical issues such as incentives, theory and policy development, data analysis, recruitment, software and laboratory organization. The Handbook includes separate parts on procedures, field experiments and neuroeconomics, and provides the first methodological overview of replication studies and a novel set-valued equilibrium concept. As a whole, the combination of basic methods and current developments will aid both beginners and advanced experimental economists.


Handbook of Research Methods and Applications in Heterodox Economics

Handbook of Research Methods and Applications in Heterodox Economics

Author: The Late Frederic S. Lee

Publisher: Edward Elgar Publishing

Published: 2016-04-29

Total Pages: 640

ISBN-13: 1782548467

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Despite the important methodological critiques of the mainstream offered by heterodox economics, the dominant research method taught in heterodox programmes remains econometrics. This compelling Handbook provides a comprehensive introduction to a range of alternative research methods, invaluable for analysing the data prominent in heterodox studies. Providing a solid basis for a mixed methods approach to economic investigations, the expertly crafted contributions are split into three distinct sections: philosophical foundation and research strategy, research methods and data collection, and applications. Introductions to a host of invaluable methods such as survey, historical, ethnographic, experimental and mixed approaches, together with factor, cluster, complex and social network analytics, are complemented by descriptions of applications in practice. Practical and expansive, this Handbook is highly pertinent for students and scholars of economics, particularly those dedicated to heterodox approaches, as it provides a solid reference for mixed methods not available in mainstream economics research methods courses.


Book Synopsis Handbook of Research Methods and Applications in Heterodox Economics by : The Late Frederic S. Lee

Download or read book Handbook of Research Methods and Applications in Heterodox Economics written by The Late Frederic S. Lee and published by Edward Elgar Publishing. This book was released on 2016-04-29 with total page 640 pages. Available in PDF, EPUB and Kindle. Book excerpt: Despite the important methodological critiques of the mainstream offered by heterodox economics, the dominant research method taught in heterodox programmes remains econometrics. This compelling Handbook provides a comprehensive introduction to a range of alternative research methods, invaluable for analysing the data prominent in heterodox studies. Providing a solid basis for a mixed methods approach to economic investigations, the expertly crafted contributions are split into three distinct sections: philosophical foundation and research strategy, research methods and data collection, and applications. Introductions to a host of invaluable methods such as survey, historical, ethnographic, experimental and mixed approaches, together with factor, cluster, complex and social network analytics, are complemented by descriptions of applications in practice. Practical and expansive, this Handbook is highly pertinent for students and scholars of economics, particularly those dedicated to heterodox approaches, as it provides a solid reference for mixed methods not available in mainstream economics research methods courses.


Handbook of Research Methods and Applications in Industrial Dynamics and Evolutionary Economics

Handbook of Research Methods and Applications in Industrial Dynamics and Evolutionary Economics

Author: U. Cantner

Publisher:

Published:

Total Pages: 368

ISBN-13: 9780857937230

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Book Synopsis Handbook of Research Methods and Applications in Industrial Dynamics and Evolutionary Economics by : U. Cantner

Download or read book Handbook of Research Methods and Applications in Industrial Dynamics and Evolutionary Economics written by U. Cantner and published by . This book was released on with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt:


Methods of Economic Research

Methods of Economic Research

Author: Darren Grant

Publisher: Springer

Published: 2019-01-25

Total Pages: 206

ISBN-13: 3030017346

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This textbook articulates the elements of good craftsmanship in applied microeconomic research and demonstrates its effectiveness with multiple examples from economic literature. Empirical economic research is a combination of several elements: theory, econometric modelling, institutional analysis, data handling, estimation, inference, and interpretation. A large body of work demonstrates how to do many of these things correctly, but to date, there is no central resource available which articulates the essential principles involved and ties them together. In showing how these research elements can be best blended to maximize the credibility and impact of the findings that result, this book presents a basic framework for thinking about craftsmanship. This framework lays out the proper context within which the researcher should view the analysis, involving institutional factors, complementary policy instruments, and competing hypotheses that can influence or explain the phenomena being studied. It also emphasizes the interconnectedness of theory, econometric modeling, data, estimation, inference, and interpretation, arguing that good craftsmanship requires strong links between each. Once the framework has been set, the book devotes a chapter to each element of the analysis, providing robust instruction for each case. Assuming a working knowledge of econometrics, this text is aimed at graduate students and early-career academic researchers as well as empirical economists looking to improve their technique.


Book Synopsis Methods of Economic Research by : Darren Grant

Download or read book Methods of Economic Research written by Darren Grant and published by Springer. This book was released on 2019-01-25 with total page 206 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook articulates the elements of good craftsmanship in applied microeconomic research and demonstrates its effectiveness with multiple examples from economic literature. Empirical economic research is a combination of several elements: theory, econometric modelling, institutional analysis, data handling, estimation, inference, and interpretation. A large body of work demonstrates how to do many of these things correctly, but to date, there is no central resource available which articulates the essential principles involved and ties them together. In showing how these research elements can be best blended to maximize the credibility and impact of the findings that result, this book presents a basic framework for thinking about craftsmanship. This framework lays out the proper context within which the researcher should view the analysis, involving institutional factors, complementary policy instruments, and competing hypotheses that can influence or explain the phenomena being studied. It also emphasizes the interconnectedness of theory, econometric modeling, data, estimation, inference, and interpretation, arguing that good craftsmanship requires strong links between each. Once the framework has been set, the book devotes a chapter to each element of the analysis, providing robust instruction for each case. Assuming a working knowledge of econometrics, this text is aimed at graduate students and early-career academic researchers as well as empirical economists looking to improve their technique.


Causal Analysis

Causal Analysis

Author: Martin Huber

Publisher: MIT Press

Published: 2023-08-01

Total Pages: 337

ISBN-13: 0262545918

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A comprehensive and cutting-edge introduction to quantitative methods of causal analysis, including new trends in machine learning. Reasoning about cause and effect—the consequence of doing one thing versus another—is an integral part of our lives as human beings. In an increasingly digital and data-driven economy, the importance of sophisticated causal analysis only deepens. Presenting the most important quantitative methods for evaluating causal effects, this textbook provides graduate students and researchers with a clear and comprehensive introduction to the causal analysis of empirical data. Martin Huber’s accessible approach highlights the intuition and motivation behind various methods while also providing formal discussions of key concepts using statistical notation. Causal Analysis covers several methodological developments not covered in other texts, including new trends in machine learning, the evaluation of interaction or interference effects, and recent research designs such as bunching or kink designs. Most complete and cutting-edge introduction to causal analysis, including causal machine learning Clean presentation of rigorous material avoids extraneous detail and emphasizes conceptual analogies over statistical notation Supplies a range of applications and practical examples using R


Book Synopsis Causal Analysis by : Martin Huber

Download or read book Causal Analysis written by Martin Huber and published by MIT Press. This book was released on 2023-08-01 with total page 337 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive and cutting-edge introduction to quantitative methods of causal analysis, including new trends in machine learning. Reasoning about cause and effect—the consequence of doing one thing versus another—is an integral part of our lives as human beings. In an increasingly digital and data-driven economy, the importance of sophisticated causal analysis only deepens. Presenting the most important quantitative methods for evaluating causal effects, this textbook provides graduate students and researchers with a clear and comprehensive introduction to the causal analysis of empirical data. Martin Huber’s accessible approach highlights the intuition and motivation behind various methods while also providing formal discussions of key concepts using statistical notation. Causal Analysis covers several methodological developments not covered in other texts, including new trends in machine learning, the evaluation of interaction or interference effects, and recent research designs such as bunching or kink designs. Most complete and cutting-edge introduction to causal analysis, including causal machine learning Clean presentation of rigorous material avoids extraneous detail and emphasizes conceptual analogies over statistical notation Supplies a range of applications and practical examples using R


Handbook of Applied Econometrics Volume II: Microeconomics

Handbook of Applied Econometrics Volume II: Microeconomics

Author: M Hashem Pesaran

Publisher: Wiley-Blackwell

Published: 1999-12-01

Total Pages: 453

ISBN-13: 9780631216339

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This Handbook focuses on specific microeconomics applications, rather than on conventional econometric theory. It covers the econometric issues involved in a variety of applied microeconomic problems.


Book Synopsis Handbook of Applied Econometrics Volume II: Microeconomics by : M Hashem Pesaran

Download or read book Handbook of Applied Econometrics Volume II: Microeconomics written by M Hashem Pesaran and published by Wiley-Blackwell. This book was released on 1999-12-01 with total page 453 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Handbook focuses on specific microeconomics applications, rather than on conventional econometric theory. It covers the econometric issues involved in a variety of applied microeconomic problems.


Handbook of Research Methods in Behavioural Economics

Handbook of Research Methods in Behavioural Economics

Author: Morris Altman

Publisher: Edward Elgar Publishing

Published: 2023-03-02

Total Pages: 533

ISBN-13: 1839107944

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This comprehensive Handbook addresses a wide variety of methodological approaches adopted and developed by behavioural economists, exploring the implications of such innovations for analysis and policy.


Book Synopsis Handbook of Research Methods in Behavioural Economics by : Morris Altman

Download or read book Handbook of Research Methods in Behavioural Economics written by Morris Altman and published by Edward Elgar Publishing. This book was released on 2023-03-02 with total page 533 pages. Available in PDF, EPUB and Kindle. Book excerpt: This comprehensive Handbook addresses a wide variety of methodological approaches adopted and developed by behavioural economists, exploring the implications of such innovations for analysis and policy.