Methods for Applied Macroeconomic Research

Methods for Applied Macroeconomic Research

Author: Fabio Canova

Publisher: Princeton University Press

Published: 2011-09-19

Total Pages: 509

ISBN-13: 140084102X

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The last twenty years have witnessed tremendous advances in the mathematical, statistical, and computational tools available to applied macroeconomists. This rapidly evolving field has redefined how researchers test models and validate theories. Yet until now there has been no textbook that unites the latest methods and bridges the divide between theoretical and applied work. Fabio Canova brings together dynamic equilibrium theory, data analysis, and advanced econometric and computational methods to provide the first comprehensive set of techniques for use by academic economists as well as professional macroeconomists in banking and finance, industry, and government. This graduate-level textbook is for readers knowledgeable in modern macroeconomic theory, econometrics, and computational programming using RATS, MATLAB, or Gauss. Inevitably a modern treatment of such a complex topic requires a quantitative perspective, a solid dynamic theory background, and the development of empirical and numerical methods--which is where Canova's book differs from typical graduate textbooks in macroeconomics and econometrics. Rather than list a series of estimators and their properties, Canova starts from a class of DSGE models, finds an approximate linear representation for the decision rules, and describes methods needed to estimate their parameters, examining their fit to the data. The book is complete with numerous examples and exercises. Today's economic analysts need a strong foundation in both theory and application. Methods for Applied Macroeconomic Research offers the essential tools for the next generation of macroeconomists.


Macroeconometric Models for Portfolio Management

Macroeconometric Models for Portfolio Management

Author: Jeremy Kwok

Publisher: Vernon Press

Published: 2021-09-07

Total Pages: 242

ISBN-13: 164889268X

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‘Macroeconometric Models for Portfolio Management’ begins by outlining a portfolio management framework into which macroeconometric models and backtesting investment strategies are integrated. It is followed by a discussion on the theoretical backgrounds of both small and global large macroeconometric models, including data selection, estimation, and applications. Other practical concerns essential to managing a portfolio with decisions driven by macro models are also covered: model validation, forecast combination, and evaluation. The author then focuses on applying these models and their results on managing the portfolio, including making trading rules and asset allocation across different assets and risk management. The book finishes by showing portfolio examples where different investment strategies are used and illustrate how the framework can be applied from the beginning of collecting data, model estimation, and generating forecasts to how to manage portfolios accordingly. This book aims to bridge the gap between academia and practising professionals. Readers will attain a rigorous understanding of the theory and how to apply these models to their portfolios. Therefore, ‘Macroeconometric Models for Portfolio Management’ will be of interest to academics and scholars working in macroeconomics and finance; to industry professionals working in financial economics and asset management; to asset managers and investors who prefer systematic investing over discretionary investing; and to investors who have a strong interest in macroeconomic influences on their portfolio.


Specification, Estimation, and Analysis of Macroeconometric Models

Specification, Estimation, and Analysis of Macroeconometric Models

Author: Ray C. Fair

Publisher: Harvard University Press

Published: 1984

Total Pages: 504

ISBN-13: 9780674831803

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This book gives a practical, applications-oriented account of the latest techniques for estimating and analyzing large, nonlinear macroeconomic models. Ray Fair demonstrates the application of these techniques in a detailed presentation of several actual models, including his United States model, his multicountry model, Sargent's classical macroeconomic model, autoregressive and vector autoregressive models, and a small (twelve equation) linear structural model. He devotes a good deal of attention to the difficult and often neglected problem of moving from theoretical to econometric models. In addition, he provides an extensive discussion of optimal control techniques and methods for estimating and analyzing rational expectations models. A computer program that handles all the techniques in the book is available from the author, making it possible to use the techniques with little additional programming. The book presents the logic of this program. A smaller program for personal microcomputers for analysis of Fair's United States model is available from Urban Systems Research & Engineering, Inc. Anyone wanting to learn how to use large macroeconomic models, including researchers, graduate students, economic forecasters, and people in business and government both in the United States and abroad, will find this an essential guidebook.


Methods of Macroeconomic Dynamics

Methods of Macroeconomic Dynamics

Author: Stephen J. Turnovsky

Publisher: MIT Press

Published: 2000

Total Pages: 698

ISBN-13: 9780262201230

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Just as macroeconomic models describe the overall economy within a changing, or dynamic, framework, the models themselves change over time. In this text Stephen J. Turnovsky reviews in depth several early models as well as a representation of more recent models. They include traditional (backward-looking) models, linear rational expectations (future-looking) models, intertemporal optimization models, endogenous growth models, and continuous time stochastic models. The author uses examples from both closed and open economies. Whereas others commonly introduce models in a closed context, tacking on a brief discussion of the model in an open economy, Turnovsky integrates the two perspectives throughout to reflect the increasingly international outlook of the field. This new edition has been extensively revised. It contains a new chapter on optimal monetary and fiscal policy, and the coverage of growth theory has been expanded substantially. The range of growth models considered has been extended, with particular attention devoted to transitional dynamics and nonscale growth. The book includes cutting-edge research and unpublished data, including much of the author's own work.


Testing Macroeconometric Models

Testing Macroeconometric Models

Author: Ray C. Fair

Publisher: Harvard University Press

Published: 1994

Total Pages: 462

ISBN-13: 9780674875036

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In this book Ray Fair expounds powerful techniques for estimating and analyzing macroeconometric models. He takes advantage of the remarkable decrease in computational costs that has occurred since the early 1980s by implementing such sophisticated techniques as stochastic simulation. Testing Macroeconometric Models also incorporates the assumption of rational expectations in the estimation, solution, and testing of the models. And it presents the latest versions of Fair's models of the economies of the United States and other countries. After estimating and testing the U.S. model, Fair analyzes its properties, including those relevant to economic policymakers: the optimal monetary policy instrument, the effect of a government spending reduction on the government deficit, whether monetary policy is becoming less effective over time, and the sensitivity of policy effects to the assumption of rational expectations. Ray Fair has conducted research on structural macroeconometric models for more than twenty years. With interest increasing in the area, this book will be an essential reference for macroeconomists.


Inside a Modern Macroeconometric Model

Inside a Modern Macroeconometric Model

Author: Alan A. Powell

Publisher: Springer Science & Business Media

Published: 2012-12-06

Total Pages: 437

ISBN-13: 3662007711

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The main purpose of this monograph is to give a detailed account of a contemporary, state-of-the art, macroeconometric model that is regularly used for policy advising, and for forecasting in commerce and industry.


Estimating How the Macroeconomy Works

Estimating How the Macroeconomy Works

Author: Ray C. FAIR

Publisher: Harvard University Press

Published: 2009-06-30

Total Pages: 314

ISBN-13: 0674036638

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Macroeconomics tries to describe and explain the economywide movement of prices, output, and unemployment. The field has been sharply divided among various schools, including Keynesian, monetarist, new classical, and others. It has also been split between theorists and empiricists. Ray Fair is a resolute empiricist, developing and refining methods for testing theories and models. The field cannot advance without the discipline of testing how well the models approximate the data. Using a multicountry econometric model, he examines several important questions, including what causes inflation, how monetary authorities behave and what are their stabilization limits, how large is the wealth effect on aggregate consumption, whether European monetary policy has been too restrictive, and how large are the stabilization costs to Europe of adopting the euro. He finds, among other things, little evidence for the rational expectations hypothesis and for the so-called non-accelerating inflation rate of unemployment (NAIRU) hypothesis. He also shows that the U.S. economy in the last half of the 1990s was not a new age economy.


Income Distribution in Macroeconomic Models

Income Distribution in Macroeconomic Models

Author: Giuseppe Bertola

Publisher: Princeton University Press

Published: 2014-09-28

Total Pages: 439

ISBN-13: 0691164592

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This book looks at the distribution of income and wealth and the effects that this has on the macroeconomy, and vice versa. Is a more equal distribution of income beneficial or harmful for macroeconomic growth, and how does the distribution of wealth evolve in a market economy? Taking stock of results and methods developed in the context of the 1990s revival of growth theory, the authors focus on capital accumulation and long-run growth. They show how rigorous, optimization-based technical tools can be applied, beyond the representative-agent framework of analysis, to account for realistic market imperfections and for political-economic interactions. The treatment is thorough, yet accessible to students and nonspecialist economists, and it offers specialist readers a wide-ranging and innovative treatment of an increasingly important research field. The book follows a single analytical thread through a series of different growth models, allowing readers to appreciate their structure and crucial assumptions. This is particularly useful at a time when the literature on income distribution and growth has developed quickly and in several different directions, becoming difficult to overview.


Recursive Macroeconomic Theory

Recursive Macroeconomic Theory

Author: Lars Ljungqvist

Publisher: MIT Press

Published: 2004

Total Pages: 1120

ISBN-13: 9780262122740

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A significant new edition of a text that offers both tools and sample applications; extensive revisions and seven new chapters improve and expand upon the original treatment.


Macroeconomic Methodology

Macroeconomic Methodology

Author: Jesper Jespersen

Publisher: Edward Elgar Publishing

Published: 2011-01-01

Total Pages: 273

ISBN-13: 1849802122

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Methodological practice is at the heart of divisions between schools of macroeconomic thought. Jesper Jespersen s book explains why and precisely how, and gives the reader the insight to choose between rival approaches. His own inspiration comes from Critical Realism and Popper s Three World analysis, with Keynes as the main exponent of a realist approach. The starting point of realist theory is a view of how the world is, rather than axioms, and the test is whether the theory can make, as Jespersen puts it, the round trip back to reality , to give practical guidance to policy. This is only the focal point of a rich and attractive canvas. How I wish this book had been available when I taught methodology! And how I wish economists from all schools of thought would read it! Victoria Chick, University College London, UK This welcome volume by Jesper Jespersen offers an up-to-date realist approach to macroeconomics, drawing on recent developments in methodology, notably critical realism, as well as earlier Popperian ideas. He shows how economics in the Post-Keynesian tradition, using this approach, can address the important macro policy issues, and sets out a seven-point agenda for future theory development. This book provides an important launching-off point for addressing macroeconomic questions without the need for the abstractions as narrowly rational representative agents. Rather Jespersen explores the interdependencies between the macro and micro levels in real economic processes under conditions of uncertain knowledge. Sheila Dow, University of Stirling, UK Jesper Jespersen presents a treatise on the importance of the choice of methodology within macroeconomics. Given that no scientifically based macroeconomic policy recommendation should be established without an evaluation of the methods employed, this book gives a clear exposition of how proper macroeconomic analysis should be undertaken. Furthermore, it is convincingly argued that one of the lasting contributions of John Maynard Keynes was his emphasis on methodology; that macroeconomic consequences of uncertainty could not be analysed within the established general equilibrium framework. It is due to post-Keynesian economics supported by critical realism that the understanding of Keynes s methodology has been resurrected, which has eventually resulted in renewed debate on realistic macroeconomic policies to restore full employment without inflation. Macroeconomic Methodology is an inquiry into the question of how to conduct a proper scientific analysis of uncertainty within macroeconomics. It will be of great interest to scholars of the philosophy of social sciences and methodology, as well as post-Keynesian and heterodox economists.