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28 produkter
28 produkter
Inbunden, Engelska, 1999
1 444 kr
Skickas inom 7-10 vardagar
The generalized method of moments (GMM) estimation has emerged as providing a ready to use, flexible tool of application to a large number of econometric and economic models by relying on mild, plausible assumptions. The principal objective of this volume is to offer a complete presentation of the theory of GMM estimation as well as insights into the use of these methods in empirical studies. It is also designed to serve as a unified framework for teaching estimation theory in econometrics. Contributors to the volume include well-known authorities in the field based in North America, the UK/Europe, and Australia. The work is likely to become a standard reference for graduate students and professionals in economics, statistics, financial modeling, and applied mathematics.
Häftad, Engelska, 1999
562 kr
Skickas inom 7-10 vardagar
The generalized method of moments (GMM) estimation has emerged as providing a ready to use, flexible tool of application to a large number of econometric and economic models by relying on mild, plausible assumptions. The principal objective of this volume is to offer a complete presentation of the theory of GMM estimation as well as insights into the use of these methods in empirical studies. It is also designed to serve as a unified framework for teaching estimation theory in econometrics. Contributors to the volume include well-known authorities in the field based in North America, the UK/Europe, and Australia. The work is likely to become a standard reference for graduate students and professionals in economics, statistics, financial modeling, and applied mathematics.
Inbunden, Engelska, 2017
1 361 kr
Skickas inom 7-10 vardagar
If treated as a single economy, the European Union is the largest in the world, with an estimated GDP of over 14 trillion euros. Despite its size, European economic policy has often lagged behind the rest of the world in its ability to generate growth and innovation. Much of the European economic research itself often trails behind that of the USA, which sets much of the agenda in mainstream economics. This book, also available as open access, bridges the gap between economic research and policymaking by presenting overviews of twelve key areas for future economic policy and research. Written for the economists and policymakers working within European institutions, it uses comprehensive surveys by Europe's leading scholars in economics and European policy to demonstrate how economic research can contribute to good policy decisions, and vice versa, demonstrating how economics research can be motivated and made relevant by hot policy questions. This title is available as Open Access on Cambridge Core.
Häftad, Engelska, 2017
681 kr
Skickas inom 7-10 vardagar
If treated as a single economy, the European Union is the largest in the world, with an estimated GDP of over 14 trillion euros. Despite its size, European economic policy has often lagged behind the rest of the world in its ability to generate growth and innovation. Much of the European economic research itself often trails behind that of the USA, which sets much of the agenda in mainstream economics. This book, also available as open access, bridges the gap between economic research and policymaking by presenting overviews of twelve key areas for future economic policy and research. Written for the economists and policymakers working within European institutions, it uses comprehensive surveys by Europe's leading scholars in economics and European policy to demonstrate how economic research can contribute to good policy decisions, and vice versa, demonstrating how economics research can be motivated and made relevant by hot policy questions. This title is available as Open Access on Cambridge Core.
E-bok
Engelska, 2017829 kr
Läs direkt efter köp
If treated as a single economy, the European Union is the largest in the world, with an estimated GDP of over 14 trillion euros. Despite its size, European economic policy has often lagged behind the rest of the world in its ability to generate growth and innovation. Much of the European economic research itself often trails behind that of the USA, which sets much of the agenda in mainstream economics. This book, also available as open access, bridges the gap between economic research and policymaking by presenting overviews of twelve key areas for future economic policy and research. Written for the economists and policymakers working within European institutions, it uses comprehensive surveys by Europe''s leading scholars in economics and European policy to demonstrate how economic research can contribute to good policy decisions, and vice versa, demonstrating how economics research can be motivated and made relevant by hot policy questions. This title is available as Open Access on Cambridge Core.
E-bok
PDF, Engelska, 2017829 kr
Läs direkt efter köp
If treated as a single economy, the European Union is the largest in the world, with an estimated GDP of over 14 trillion euros. Despite its size, European economic policy has often lagged behind the rest of the world in its ability to generate growth and innovation. Much of the European economic research itself often trails behind that of the USA, which sets much of the agenda in mainstream economics. This book, also available as open access, bridges the gap between economic research and policymaking by presenting overviews of twelve key areas for future economic policy and research. Written for the economists and policymakers working within European institutions, it uses comprehensive surveys by Europe''s leading scholars in economics and European policy to demonstrate how economic research can contribute to good policy decisions, and vice versa, demonstrating how economics research can be motivated and made relevant by hot policy questions. This title is available as Open Access on Cambridge Core.
Inbunden, Engelska, 2022
2 442 kr
Skickas inom 10-15 vardagar
This edited volume examines the development path of eight Central and Eastern European countries with an overlapping historical background that joined the European Union between 2004 and 2013, and identifies the main similarities and differences between the countries concerned. Based on wide comparative data analysis of Bulgaria, Croatia, The Czech Republic, Hungary, Poland, Romania, Slovakia, and Slovenia, each chapter in the volume provides detailed information about the state of the economy in a specific area preceding the pandemic shock. The book offers a detailed snapshot of the state of the different areas of the economy, starting from the time when the countries concerned came out of the 2008 financial crisis, up to the date when COVID-19 hit. Further, each chapter analyzes the effects of this unprecedented shock on a particular field, which is followed by highlighting the main problems the countries are facing at present and in the near future, together with identifying the available policy options. Finally, before concluding and making general and country-specific policy recommendations, some thoughts will be given to longer-term prospects. More specifically, the question of how the subject area could contribute to avoiding the "middle-income-trap" that this region may be facing will be addressed. The comprehensive approach makes this volume a must-read for scholars and students of economics, as well as policy decision-makers in Europe, interested in a better understanding of the region's economic development.
E-bok
PDF, Engelska, 20223 242 kr
Läs direkt efter köp
This edited volume examines the development path of eight Central and Eastern European countries with an overlapping historical background that joined the European Union between 2004 and 2013, and identifies the main similarities and differences between the countries concerned. Based on wide comparative data analysis of Bulgaria, Croatia, The Czech Republic, Hungary, Poland, Romania, Slovakia, and Slovenia, each chapter in the volume provides detailed information about the state of the economy in a specific area preceding the pandemic shock. The book offers a detailed snapshot of the state of the different areas of the economy, starting from the time when the countries concerned came out of the 2008 financial crisis, up to the date when COVID-19 hit. Further, each chapter analyzes the effects of this unprecedented shock on a particular field, which is followed by highlighting the main problems the countries are facing at present and in the near future, together with identifying the available policy options. Finally, before concluding and making general and country-specific policy recommendations, some thoughts will be given to longer-term prospects. More specifically, the question of how the subject area could contribute to avoiding the "middle-income-trap" that this region may be facing will be addressed. The comprehensive approach makes this volume a must-read for scholars and students of economics, as well as policy decision-makers in Europe, interested in a better understanding of the region''s economic development.
Häftad, Engelska, 2023
2 442 kr
Skickas inom 10-15 vardagar
This edited volume examines the development path of eight Central and Eastern European countries with an overlapping historical background that joined the European Union between 2004 and 2013, and identifies the main similarities and differences between the countries concerned. Based on wide comparative data analysis of Bulgaria, Croatia, The Czech Republic, Hungary, Poland, Romania, Slovakia, and Slovenia, each chapter in the volume provides detailed information about the state of the economy in a specific area preceding the pandemic shock. The book offers a detailed snapshot of the state of the different areas of the economy, starting from the time when the countries concerned came out of the 2008 financial crisis, up to the date when COVID-19 hit. Further, each chapter analyzes the effects of this unprecedented shock on a particular field, which is followed by highlighting the main problems the countries are facing at present and in the near future, together with identifying the available policy options. Finally, before concluding and making general and country-specific policy recommendations, some thoughts will be given to longer-term prospects. More specifically, the question of how the subject area could contribute to avoiding the "middle-income-trap" that this region may be facing will be addressed. The comprehensive approach makes this volume a must-read for scholars and students of economics, as well as policy decision-makers in Europe, interested in a better understanding of the region's economic development.
Del 53 - Advanced Studies in Theoretical and Applied Econometrics
Econometrics with Machine Learning
Inbunden, Engelska, 2022
1 889 kr
Skickas inom 10-15 vardagar
This book helps and promotes the use of machine learning tools and techniques in econometrics and explains how machine learning can enhance and expand the econometrics toolbox in theory and in practice. Throughout the volume, the authors raise and answer six questions: 1) What are the similarities between existing econometric and machine learning techniques? 2) To what extent can machine learning techniques assist econometric investigation? Specifically, how robust or stable is the prediction from machine learning algorithms given the ever-changing nature of human behavior? 3) Can machine learning techniques assist in testing statistical hypotheses and identifying causal relationships in ‘big data? 4) How can existing econometric techniques be extended by incorporating machine learning concepts? 5) How can new econometric tools and approaches be elaborated on based on machine learning techniques? 6) Is it possible to develop machine learning techniques furtherand make them even more readily applicable in econometrics?As the data structures in economic and financial data become more complex and models become more sophisticated, the book takes a multidisciplinary approach in developing both disciplines of machine learning and econometrics in conjunction, rather than in isolation. This volume is a must-read for scholars, researchers, students, policy-makers, and practitioners, who are using econometrics in theory or in practice.
E-bok
PDF, Engelska, 20222 436 kr
Läs direkt efter köp
This book helps and promotes the use of machine learning tools and techniques in econometrics and explains how machine learning can enhance and expand the econometrics toolbox in theory and in practice. Throughout the volume, the authors raise and answer six questions: 1) What are the similarities between existing econometric and machine learning techniques? 2) To what extent can machine learning techniques assist econometric investigation? Specifically, how robust or stable is the prediction from machine learning algorithms given the ever-changing nature of human behavior? 3) Can machine learning techniques assist in testing statistical hypotheses and identifying causal relationships in ‘big data? 4) How can existing econometric techniques be extended by incorporating machine learning concepts? 5) How can new econometric tools and approaches be elaborated on based on machine learning techniques? 6) Is it possible to develop machine learning techniques furtherand make them even more readily applicable in econometrics?As the data structures in economic and financial data become more complex and models become more sophisticated, the book takes a multidisciplinary approach in developing both disciplines of machine learning and econometrics in conjunction, rather than in isolation. This volume is a must-read for scholars, researchers, students, policy-makers, and practitioners, who are using econometrics in theory or in practice.
Del 53 - Advanced Studies in Theoretical and Applied Econometrics
Econometrics with Machine Learning
Häftad, Engelska, 2023
1 889 kr
Skickas inom 10-15 vardagar
This book helps and promotes the use of machine learning tools and techniques in econometrics and explains how machine learning can enhance and expand the econometrics toolbox in theory and in practice. Throughout the volume, the authors raise and answer six questions: 1) What are the similarities between existing econometric and machine learning techniques? 2) To what extent can machine learning techniques assist econometric investigation? Specifically, how robust or stable is the prediction from machine learning algorithms given the ever-changing nature of human behavior? 3) Can machine learning techniques assist in testing statistical hypotheses and identifying causal relationships in ‘big data? 4) How can existing econometric techniques be extended by incorporating machine learning concepts? 5) How can new econometric tools and approaches be elaborated on based on machine learning techniques? 6) Is it possible to develop machine learning techniques furtherand make them even more readily applicable in econometrics?As the data structures in economic and financial data become more complex and models become more sophisticated, the book takes a multidisciplinary approach in developing both disciplines of machine learning and econometrics in conjunction, rather than in isolation. This volume is a must-read for scholars, researchers, students, policy-makers, and practitioners, who are using econometrics in theory or in practice.
Del 54 - Advanced Studies in Theoretical and Applied Econometrics
Econometrics of Multi-dimensional Panels
Theory and Applications
Inbunden, Engelska, 2024
1 404 kr
Skickas inom 10-15 vardagar
This book presents the econometric foundations and applications of multi-dimensional panels, including modern methods of big data analysis. In light of the big data revolution and the emergence of higher dimensional panel data sets, it provides new results to synthesize existing knowledge on the field. The first, theoretical part of the volume is providing the econometric foundations to deal with these new high-dimensional panel data sets. It not only synthesizes our current knowledge, but mostly, presents new research results. The second empirical part of the book provides insight into the most relevant applications in this area. These chapters are a mixture of surveys and new results, always focusing on the econometric problems and feasible solutions.This second extended and revised edition provides an update of all existent chapters to reflect on new developments in the area as well as several new chapters on topics such as machine learning, nonparametric models,networks, and multi-dimensional panels in health economics. The book serves as a standard reference work, a textbook for graduate students in economics, and a source of background material for professionals conducting empirical studies.
E-bok
PDF, Engelska, 20241 413 kr
Läs direkt efter köp
This book presents the econometric foundations and applications of multi-dimensional panels, including modern methods of big data analysis. In light of the big data revolution and the emergence of higher dimensional panel data sets, it provides new results to synthesize existing knowledge on the field. The first, theoretical part of the volume is providing the econometric foundations to deal with these new high-dimensional panel data sets. It not only synthesizes our current knowledge, but mostly, presents new research results. The second empirical part of the book provides insight into the most relevant applications in this area. These chapters are a mixture of surveys and new results, always focusing on the econometric problems and feasible solutions.
This second extended and revised edition provides an update of all existent chapters to reflect on new developments in the area as well as several new chapters on topics such as machine learning, nonparametric models,networks, and multi-dimensional panels in health economics. The book serves as a standard reference work, a textbook for graduate students in economics, and a source of background material for professionals conducting empirical studies.
Del 54 - Advanced Studies in Theoretical and Applied Econometrics
Econometrics of Multi-dimensional Panels
Theory and Applications
Häftad, Engelska, 2025
1 082 kr
Skickas inom 10-15 vardagar
This book presents the econometric foundations and applications of multi-dimensional panels, including modern methods of big data analysis. In light of the big data revolution and the emergence of higher dimensional panel data sets, it provides new results to synthesize existing knowledge on the field. The first, theoretical part of the volume is providing the econometric foundations to deal with these new high-dimensional panel data sets. It not only synthesizes our current knowledge, but mostly, presents new research results. The second empirical part of the book provides insight into the most relevant applications in this area. These chapters are a mixture of surveys and new results, always focusing on the econometric problems and feasible solutions.This second extended and revised edition provides an update of all existent chapters to reflect on new developments in the area as well as several new chapters on topics such as machine learning, nonparametric models,networks, and multi-dimensional panels in health economics. The book serves as a standard reference work, a textbook for graduate students in economics, and a source of background material for professionals conducting empirical studies.
Inbunden, Engelska, 2024
2 000 kr
Skickas inom 10-15 vardagar
This book takes stock of and analyses the direct and indirect effects of the war in Ukraine, the policy response to the shock across countries, as well as the potential medium-term economic and social implications and policy challenges. The last decade most Central and Eastern European (CEE) economies have been on a convergence path towards the EU average according to the main economic indicators. In 2022, however, the terrible war in Ukraine had major spillovers to the rest of the world, with the CEE economies being among the most exposed. The millions of refugees, the disruptions to energy supply, trade and supply chains, the surge in inflation, the tightening of global financial conditions, and elevated uncertainty created a radically new economic and social environment in these countries. The volume covers the economic effects of these challenges, the policy options available, and also those related to the eventual reconstruction of Ukraine, including the potential role of the CEE countries. Based on data and evidence-supported policy analysis, each chapter studies the impact of the shock on a particular area of the economy and makes general and country-specific policy recommendations.This makes this book a must-read for students, scholars, and researchers of economics and neighboring disciplines, as well as policy-makers interested in a better understading of the direct and indirect effects of the war in Ukraine on the CEE countries. The book is a sequel to the volume Emerging European Economies after the Pandemic, (Springer Nature, January 2022).Chapter "Economic Growth & Resilience" is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.
E-bok
PDF, Engelska, 20242 600 kr
Läs direkt efter köp
This book takes stock of and analyses the direct and indirect effects of the war in Ukraine, the policy response to the shock across countries, as well as the potential medium-term economic and social implications and policy challenges.
The last decade most Central and Eastern European (CEE) economies have been on a convergence path towards the EU average according to the main economic indicators. In 2022, however, the terrible war in Ukraine had major spillovers to the rest of the world, with the CEE economies being among the most exposed. The millions of refugees, the disruptions to energy supply, trade and supply chains, the surge in inflation, the tightening of global financial conditions, and elevated uncertainty created a radically new economic and social environment in these countries. The volume covers the economic effects of these challenges, the policy options available, and also those related to the eventual reconstruction of Ukraine, including the potential role of the CEE countries. Based on data and evidence-supported policy analysis, each chapter studies the impact of the shock on a particular area of the economy and makes general and country-specific policy recommendations.
This makes this book a must-read for students, scholars, and researchers of economics and neighboring disciplines, as well as policy-makers interested in a better understading of the direct and indirect effects of the war in Ukraine on the CEE countries. The book is a sequel to the volume Emerging European Economies after the Pandemic, (Springer Nature, January 2022).
Chapter "Economic Growth & Resilience" is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.
Del 57 - Advanced Studies in Theoretical and Applied Econometrics
Seven Decades of Econometrics and Beyond
A Tribute to the Life and Work of Marc Nerlove
Inbunden, Engelska, 2025
1 619 kr
Skickas inom 10-15 vardagar
This volume honors the life and legacy of renowned economist and econometrician Marc Nerlove, who passed away in July 2024. His influential contributions to the field have left a lasting impact on econometrics and the broader economics profession.The book features high-quality original research across various domains of theoretical and applied econometrics, reflecting Nerlove’s broad range of interests. It includes survey chapters that provide valuable insights into key areas of econometrics, enhancing readers’ understanding of important topics. Where relevant, personal tributes and reflections on Marc Nerlove's work are thoughtfully interwoven into the chapters.This volume offers cutting-edge findings in panel data analysis, agricultural, population and spatial economics, income inequality, and more. The diversity of topics discussed highlights the profound and far-reaching influence of Marc Nerlove's career on the field of economics.
E-bok
PDF, Engelska, 20252 105 kr
Läs direkt efter köp
This volume honors the life and legacy of renowned economist and econometrician Marc Nerlove, who passed away in July 2024. His influential contributions to the field have left a lasting impact on econometrics and the broader economics profession.
The book features high-quality original research across various domains of theoretical and applied econometrics, reflecting Nerlove’s broad range of interests. It includes survey chapters that provide valuable insights into key areas of econometrics, enhancing readers’ understanding of important topics. Where relevant, personal tributes and reflections on Marc Nerlove''s work are thoughtfully interwoven into the chapters.
This volume offers cutting-edge findings in panel data analysis, agricultural, population and spatial economics, income inequality, and more. The diversity of topics discussed highlights the profound and far-reaching influence of Marc Nerlove''s career on the field of economics.
Del 57 - Advanced Studies in Theoretical and Applied Econometrics
Seven Decades of Econometrics and Beyond
A Tribute to the Life and Work of Marc Nerlove
Häftad, Engelska, 2026
1 619 kr
Skickas inom 10-15 vardagar
This volume honors the life and legacy of renowned economist and econometrician Marc Nerlove, who passed away in July 2024. His influential contributions to the field have left a lasting impact on econometrics and the broader economics profession.The book features high-quality original research across various domains of theoretical and applied econometrics, reflecting Nerlove’s broad range of interests. It includes survey chapters that provide valuable insights into key areas of econometrics, enhancing readers’ understanding of important topics. Where relevant, personal tributes and reflections on Marc Nerlove's work are thoughtfully interwoven into the chapters.This volume offers cutting-edge findings in panel data analysis, agricultural, population and spatial economics, income inequality, and more. The diversity of topics discussed highlights the profound and far-reaching influence of Marc Nerlove's career on the field of economics.
E-bok
PDF, Engelska, 20173 148 kr
Läs direkt efter köp
This book presents the econometric foundations and applications of multi-dimensional panels, including modern methods of big data analysis.
The last two decades or so, the use of panel data has become a standard in many areas of economic analysis. The available models formulations became more complex, the estimation and hypothesis testing methods more sophisticated. The interaction between economics and econometrics resulted in a huge publication output, deepening and widening immensely our knowledge and understanding in both. The traditional panel data, by nature, are two-dimensional. Lately, however, as part of the big data revolution, there has been a rapid emergence of three, four and even higher dimensional panel data sets. These have started to be used to study the flow of goods, capital, and services, but also some other economic phenomena that can be better understood in higher dimensions. Oddly, applications rushed ahead of theory in this field.
This book isaimed at filling this widening gap. The first theoretical part of the volume is providing the econometric foundations to deal with these new high-dimensional panel data sets. It not only synthesizes our current knowledge, but mostly, presents new research results. The second empirical part of the book provides insight into the most relevant applications in this area. These chapters are a mixture of surveys and new results, always focusing on the econometric problems and feasible solutions.
Inbunden, Engelska, 2008
4 213 kr
Skickas inom 10-15 vardagar
The aim of this third, completely re-written, re-edited and considerably expanded, edition of this book is to provide a general overview of both the basics and - cent, more sophisticated, theoretical developments in panel data econometrics. It also aims at covering a number of ?elds of applications where these methods are used for improving our knowledge and understanding of economic agents’ beh- iors. Since the pioneering works of Edwin Kuh (1959), Yair Mundlak (1961), Irving Hoch (1962), and Pietro Balestra and Marc Nerlove (1966), the pooling of cross s- tions and time series data has become an increasingly popular way of quantifying economic relationships. Each series provides information lacking in the other, so a combination of both leads to more accurate, reliable and informative results than would be achievable by one type of series alone. Over the last three decades of the last century, much fundamental work has been done: investigation of the properties of different estimators and test statistics, analysis of dynamic models and the effects of eventual measurement errors, etc. The more recent years and in particular the ten years elapsed since the second edition of this book have witnessed even more considerable changes. Indeed, our ability to estimate and test nonlinear models have dramatically improved and issues such as the unobserved heterogeneity in nonlinear models, attrition and selectivity bias have received considerable attention. This explains why the number of chapters dealing with such issues has increased in this third edition.
E-bok
PDF, Engelska, 20085 199 kr
Läs direkt efter köp
The aim of this third, completely re-written, re-edited and considerably expanded, edition of this book is to provide a general overview of both the basics and - cent, more sophisticated, theoretical developments in panel data econometrics. It also aims at covering a number of ?elds of applications where these methods are used for improving our knowledge and understanding of economic agents’ beh- iors. Since the pioneering works of Edwin Kuh (1959), Yair Mundlak (1961), Irving Hoch (1962), and Pietro Balestra and Marc Nerlove (1966), the pooling of cross s- tions and time series data has become an increasingly popular way of quantifying economic relationships. Each series provides information lacking in the other, so a combination of both leads to more accurate, reliable and informative results than would be achievable by one type of series alone. Over the last three decades of the last century, much fundamental work has been done: investigation of the properties of different estimators and test statistics, analysis of dynamic models and the effects of eventual measurement errors, etc. The more recent years and in particular the ten years elapsed since the second edition of this book have witnessed even more considerable changes. Indeed, our ability to estimate and test nonlinear models have dramatically improved and issues such as the unobserved heterogeneity in nonlinear models, attrition and selectivity bias have received considerable attention. This explains why the number of chapters dealing with such issues has increased in this third edition.
Häftad, Engelska, 2016
4 091 kr
Skickas inom 10-15 vardagar
The aim of this third, completely re-written, re-edited and considerably expanded, edition of this book is to provide a general overview of both the basics and - cent, more sophisticated, theoretical developments in panel data econometrics. It also aims at covering a number of ?elds of applications where these methods are used for improving our knowledge and understanding of economic agents’ beh- iors. Since the pioneering works of Edwin Kuh (1959), Yair Mundlak (1961), Irving Hoch (1962), and Pietro Balestra and Marc Nerlove (1966), the pooling of cross s- tions and time series data has become an increasingly popular way of quantifying economic relationships. Each series provides information lacking in the other, so a combination of both leads to more accurate, reliable and informative results than would be achievable by one type of series alone. Over the last three decades of the last century, much fundamental work has been done: investigation of the properties of different estimators and test statistics, analysis of dynamic models and the effects of eventual measurement errors, etc. The more recent years and in particular the ten years elapsed since the second edition of this book have witnessed even more considerable changes. Indeed, our ability to estimate and test nonlinear models have dramatically improved and issues such as the unobserved heterogeneity in nonlinear models, attrition and selectivity bias have received considerable attention. This explains why the number of chapters dealing with such issues has increased in this third edition.
E-bok
PDF, Engelska, 20132 105 kr
Läs direkt efter köp
The aim of this volume is to provide a general overview of the econometrics of panel data, both from a theoretical and from an applied viewpoint. Since the pioneering papers by Edwin Kuh (1959), Yair Mundlak (1961), Irving Hoch (1962), and Pietro Balestra and Marc Nerlove (1966), the pooling of cross sections and time series data has become an increasingly popular way of quantifying economic relationships. Each series provides information lacking in the other, so a combination of both leads to more accurate and reliable results than would be achievable by one type of series alone. Over the last 30 years much work has been done: investigation of the properties of the applied estimators and test statistics, analysis of dynamic models and the effects of eventual measurement errors, etc. These are just some of the problems addressed by this work. In addition, some specific diffi culties associated with the use of panel data, such as attrition, heterogeneity, selectivity bias, pseudo panels etc., have also been explored. The first objective of this book, which takes up Parts I and II, is to give as complete and up-to-date a presentation of these theoretical developments as possible. Part I is concerned with classical linear models and their extensions; Part II deals with nonlinear models and related issues: logit and pro bit models, latent variable models, duration and count data models, incomplete panels and selectivity bias, point processes, and simulation techniques.
E-bok
PDF, Engelska, 20132 044 kr
Läs direkt efter köp
The aim of this volume is to provide a general overview of the econometrics of panel data, both from a theoretical and from an applied viewpoint. Since the pioneering papers by Kuh (1959), Mundlak (1961), Hoch (1962), and Balestra and Nerlove (1966), the pooling of cross section and time series data has become an increasingly popular way of quantifying economic relationships. Each series provides information lacking in the other, so a combination of both leads to more accurate and reliable results than would be achievable by one type of series alone. Over the last 30 years much work has been done: investigation of the properties of the applied estimators and test statistics, analysis of dynamic models and the effects of eventual measurement errors, etc. These are just some of the problems addressed by this work. In addition, some specific diffi culties associated with the use of panel data, such as attrition, heterogeneity, selectivity bias, pseudo panels etc., have also been explored. The first objective of this book, which takes up Parts I and II, is to give as complete and up-to-date a presentation of these theoretical developments as possible. Part I is concerned with classical linear models and their extensions; Part II deals with nonlinear models and related issues: logit and probit models, latent variable models, incomplete panels and selectivity bias, and point processes.
Häftad, Engelska, 2011
1 668 kr
Skickas inom 10-15 vardagar
The aim of this volume is to provide a general overview of the econometrics of panel data, both from a theoretical and from an applied viewpoint. Since the pioneering papers by Edwin Kuh (1959), Yair Mundlak (1961), Irving Hoch (1962), and Pietro Balestra and Marc Nerlove (1966), the pooling of cross sections and time series data has become an increasingly popular way of quantifying economic relationships. Each series provides information lacking in the other, so a combination of both leads to more accurate and reliable results than would be achievable by one type of series alone. Over the last 30 years much work has been done: investigation of the properties of the applied estimators and test statistics, analysis of dynamic models and the effects of eventual measurement errors, etc. These are just some of the problems addressed by this work. In addition, some specific diffi culties associated with the use of panel data, such as attrition, heterogeneity, selectivity bias, pseudo panels etc., have also been explored. The first objective of this book, which takes up Parts I and II, is to give as complete and up-to-date a presentation of these theoretical developments as possible. Part I is concerned with classical linear models and their extensions; Part II deals with nonlinear models and related issues: logit and pro bit models, latent variable models, duration and count data models, incomplete panels and selectivity bias, point processes, and simulation techniques.
Häftad, Engelska, 2011
1 668 kr
Skickas inom 10-15 vardagar
The aim of this volume is to provide a general overview of the econometrics of panel data, both from a theoretical and from an applied viewpoint. Since the pioneering papers by Kuh (1959), Mundlak (1961), Hoch (1962), and Balestra and Nerlove (1966), the pooling of cross section and time series data has become an increasingly popular way of quantifying economic relationships. Each series provides information lacking in the other, so a combination of both leads to more accurate and reliable results than would be achievable by one type of series alone. Over the last 30 years much work has been done: investigation of the properties of the applied estimators and test statistics, analysis of dynamic models and the effects of eventual measurement errors, etc. These are just some of the problems addressed by this work. In addition, some specific diffi culties associated with the use of panel data, such as attrition, heterogeneity, selectivity bias, pseudo panels etc., have also been explored. The first objective of this book, which takes up Parts I and II, is to give as complete and up-to-date a presentation of these theoretical developments as possible. Part I is concerned with classical linear models and their extensions; Part II deals with nonlinear models and related issues: logit and probit models, latent variable models, incomplete panels and selectivity bias, and point processes.