Handbook Of Research Methods And Applications In Macroeconomic Forecasting
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Handbook Of Research Methods And Applications In Macroeconomic Forecasting
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Author : Michael P Clements
language : en
Publisher:
Release Date : 2024-10-28
Handbook Of Research Methods And Applications In Macroeconomic Forecasting written by Michael P Clements and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-28 with Business & Economics categories.
Bringing together the recent advances and innovative methods in macroeconomic forecasting, this erudite Handbook outlines how to forecast, including following world events such as the Covid-19 pandemic and the global financial crisis. With contributions from global experts, chapters explore the use of machine-learning techniques, the value of social media data, and climate change forecasting. Investigating the opportunities and challenges brought about by 'Big Data', it examines how data can be used for forecasting by economists and analysts in international organisations as well as private practice. Utilising econometric techniques, it helps quantify the uncertainties regarding the future. The insightful Handbook is an excellent resource for scholars of advanced macroeconomic forecasting, as well those requiring a better understanding of econometrics, statistics, and modelling approaches. Practitioners in both private and public sectors will greatly appreciate the expert guidance for good future forecasting practices.
Handbook Of Research Methods And Applications In Macroeconomic Forecasting
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Author : Michael P. Clements
language : en
Publisher: Edward Elgar Publishing
Release Date : 2024-11-08
Handbook Of Research Methods And Applications In Macroeconomic Forecasting written by Michael P. Clements 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 2024-11-08 with Business & Economics categories.
Bringing together the recent advances and innovative methods in macroeconomic forecasting, this erudite Handbook outlines how to forecast, including following world events such as the Covid-19 pandemic and the global financial crisis. With contributions from global experts, chapters explore the use of machine-learning techniques, the value of social media data, and climate change forecasting. This title contains one or more Open Access chapters.
Handbook Of Research Methods And Applications In Empirical Macroeconomics
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Author : Nigar Hashimzade
language : en
Publisher: Edward Elgar Publishing
Release Date : 2013-01-01
Handbook Of Research Methods And Applications In Empirical Macroeconomics written by Nigar Hashimzade 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 2013-01-01 with Business & Economics categories.
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 In Public Administration Second Edition
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Author : Gerald J. Miller
language : en
Publisher: CRC Press
Release Date : 1998-10-15
Handbook Of Research Methods In Public Administration Second Edition written by Gerald J. Miller and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1998-10-15 with Political Science categories.
This comprehensive handbook covers a wide variety of quantitative methods used for research in public administration, public policy, and nonprofit management, including theory-building and testing, increasing the readers awareness and command of analytical tools critical to the resolution of complex problems. Providing bibliographic citations and over 370 tables, equations, and drawings, the book compares the function of quantitative techniques in past and present public administration literature and practices, furnishes information for visualizing, planning, and implementing research projects, and explores potential applications of quantitative public administration.
Handbook Of Research Methods And Applications In Empirical Finance
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Author : Adrian R. Bell
language : en
Publisher: Edward Elgar Publishing
Release Date : 2013-01-01
Handbook Of Research Methods And Applications In Empirical Finance written by Adrian R. Bell 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 2013-01-01 with Business & Economics categories.
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.
Moving Beyond Non Informative Prior Distributions Achieving The Full Potential Of Bayesian Methods For Psychological Research
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Author : Christoph Koenig
language : en
Publisher: Frontiers Media SA
Release Date : 2022-02-01
Moving Beyond Non Informative Prior Distributions Achieving The Full Potential Of Bayesian Methods For Psychological Research written by Christoph Koenig and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-02-01 with Science categories.
The Oxford Handbook Of Economic Forecasting
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Author : Michael P. Clements
language : en
Publisher: OUP USA
Release Date : 2011-07-08
The Oxford Handbook Of Economic Forecasting written by Michael P. Clements and has been published by OUP USA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-07-08 with Business & Economics categories.
Greater data availability has been coupled with developments in statistical theory and economic theory to allow more elaborate and complicated models to be entertained. These include factor models, DSGE models, restricted vector autoregressions, and non-linear models.
Handbook Of Macroeconomics
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Author : John B. Taylor
language : en
Publisher: Elsevier
Release Date : 2016-11-12
Handbook Of Macroeconomics written by John B. Taylor and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-11-12 with Business & Economics categories.
Handbook of Macroeconomics Volumes 2A and 2B surveys major advances in macroeconomic scholarship since the publication of Volume 1 (1999), carefully distinguishing between empirical, theoretical, methodological, and policy issues, including fiscal, monetary, and regulatory policies to deal with crises, unemployment, and economic growth. As this volume shows, macroeconomics has undergone a profound change since the publication of the last volume, due in no small part to the questions thrust into the spotlight by the worldwide financial crisis of 2008. With contributions from the world's leading macroeconomists, its reevaluation of macroeconomic scholarship and assessment of its future constitute an investment worth making. - Serves a double role as a textbook for macroeconomics courses and as a gateway for students to the latest research - Acts as a one-of-a-kind resource as no major collections of macroeconomic essays have been published in the last decade - Builds upon Volume 1 by using its section headings to illustrate just how far macroeconomic thought has evolved
Policy Transfer And Norm Circulation
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Author : Laure Delcour
language : en
Publisher: Routledge
Release Date : 2019-04-11
Policy Transfer And Norm Circulation written by Laure Delcour and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-04-11 with Political Science categories.
Policy Transfer and Norm Circulation brings together various fields in the humanities and social sciences to propose a renewed analysis of policy transfer and norm circulation, by offering cross-regional case studies and providing both a comprehensive and innovative understanding of policy transfer. The book introduces a constructive interdisciplinary dialogue and comparative approach, highlighting the partial and fragmented understanding of policy transfer and the questions and challenges in the study of policy transfer in three parts. Firstly, notions of transfer and circulation, including law, (political) economy, sociology and history; secondly, a focus on European studies and the transfer of norms, both within and outside the EU; and finally, an examination within a broader IR context. This text will be of key interest to scholars and students of European Union politics/studies, international relations, public policy, economics and law, as well as practitioners dealing with regional integration.
Time Series Econometrics
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Author : Klaus Neusser
language : en
Publisher: Springer
Release Date : 2016-06-14
Time Series Econometrics written by Klaus Neusser and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-06-14 with Business & Economics categories.
This text presents modern developments in time series analysis and focuses on their application to economic problems. The book first introduces the fundamental concept of a stationary time series and the basic properties of covariance, investigating the structure and estimation of autoregressive-moving average (ARMA) models and their relations to the covariance structure. The book then moves on to non-stationary time series, highlighting its consequences for modeling and forecasting and presenting standard statistical tests and regressions. Next, the text discusses volatility models and their applications in the analysis of financial market data, focusing on generalized autoregressive conditional heteroskedastic (GARCH) models. The second part of the text devoted to multivariate processes, such as vector autoregressive (VAR) models and structural vector autoregressive (SVAR) models, which have become the main tools in empirical macroeconomics. The text concludes with a discussion of co-integrated models and the Kalman Filter, which is being used with increasing frequency. Mathematically rigorous, yet application-oriented, this self-contained text will help students develop a deeper understanding of theory and better command of the models that are vital to the field. Assuming a basic knowledge of statistics and/or econometrics, this text is best suited for advanced undergraduate and beginning graduate students.