Macroeconomic Modeling
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Income Distribution In Macroeconomic Models
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Author : Giuseppe Bertola
language : en
Publisher: Princeton University Press
Release Date : 2014-09-28
Income Distribution In Macroeconomic Models written by Giuseppe Bertola and has been published by Princeton University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-09-28 with Business & Economics categories.
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.
Macroeconomic Modeling
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Author : Ray C. Fair
language : en
Publisher: MIT Press
Release Date : 2025-01-21
Macroeconomic Modeling written by Ray C. Fair and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-21 with Business & Economics categories.
An empirical approach to constructing macroeconomic models. Macroeconomic Modeling presents an empirically based approach to the construction of macroeconomic models—the Cowles Commission approach—as a response to the backlash that has taken place since the late 1970s to this methodology. The emphasis in the literature has been on tightly specified theoretical models, which lack realism. In this book, Ray C. Fair develops models to analyze a variety of issues and events in macroeconomics and the US economy, and he explains the econometric techniques needed to estimate those models. Many of the results are either contrary to results from the theoretical models or cannot be examined by the theoretical models because they omit many important features of the economy. Fair covers a broad range of topics, including inflation and unemployment, the size of wealth effects, the behavior of the Federal Reserve and its effects on the economy, the effects of fiscal policy, Okun’s law, and contractions and expansions. Macroeconomic Modeling will appeal equally to graduate students and researchers as well as macroeconomic policy makers.
New Approaches To Macroeconomic Modeling
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Author : Masanao Aoki
language : en
Publisher: Cambridge University Press
Release Date : 1998-02-13
New Approaches To Macroeconomic Modeling written by Masanao Aoki 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 1998-02-13 with Business & Economics categories.
This book provides a method for modeling large collections of heterogeneous agents subject to non-pairwise externality called field effects.
The Econometrics Of Macroeconomic Modelling
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Author : Gunnar Bårdsen
language : en
Publisher: Oxford University Press, USA
Release Date : 2005
The Econometrics Of Macroeconomic Modelling written by Gunnar Bårdsen and has been published by Oxford University Press, USA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005 with Business & Economics categories.
This work describes how the discipline has adapted to changing demands by adopting new insights from economic theory and by taking advantage of the methodological and conceptual advances within time series econometrics.
Dynamic Econometrics For Empirical Macroeconomic Modelling
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Author : Ragnar Nymoen
language : en
Publisher: World Scientific
Release Date : 2019-07-09
Dynamic Econometrics For Empirical Macroeconomic Modelling written by Ragnar Nymoen and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-07-09 with Business & Economics categories.
For Masters and PhD students in EconomicsIn this textbook, the duality between the equilibrium concept used in dynamic economic theory and the stationarity of economic variables is explained and used in the presentation of single equations models and system of equations such as VARs, recursive models and simultaneous equations models.The book also contains chapters on: exogeneity, in the context of estimation, policy analysis and forecasting; automatic (computer based) variable selection, and how it can aid in the specification of an empirical macroeconomic model; and finally, on a common framework for model-based economic forecasting.Supplementary materials and notes are available on the publisher's website.
Macroeconomic Modeling And Policy Analysis For Less Developed Countries
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Author : Mohammed F Khayum
language : en
Publisher: Routledge
Release Date : 2019-03-07
Macroeconomic Modeling And Policy Analysis For Less Developed Countries written by Mohammed F Khayum and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-03-07 with Social Science categories.
This book provides an overview of macroeconometric modeling for less developed countries, a description of the structure and performance of Guyana's economy, an empirical testing of the model using annual data for Guyana, and a simulation approach to policy evaluation.
Ai And Macroeconomic Modeling Deep Reinforcement Learning In An Rbc Model
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Author : Tohid Atashbar
language : en
Publisher: International Monetary Fund
Release Date : 2023-02-24
Ai And Macroeconomic Modeling Deep Reinforcement Learning In An Rbc Model written by Tohid Atashbar and has been published by International Monetary Fund this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-02-24 with Business & Economics categories.
This study seeks to construct a basic reinforcement learning-based AI-macroeconomic simulator. We use a deep RL (DRL) approach (DDPG) in an RBC macroeconomic model. We set up two learning scenarios, one of which is deterministic without the technological shock and the other is stochastic. The objective of the deterministic environment is to compare the learning agent's behavior to a deterministic steady-state scenario. We demonstrate that in both deterministic and stochastic scenarios, the agent's choices are close to their optimal value. We also present cases of unstable learning behaviours. This AI-macro model may be enhanced in future research by adding additional variables or sectors to the model or by incorporating different DRL algorithms.
Macroeconometric Models For Portfolio Management
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Author : Jeremy Kwok
language : en
Publisher: Vernon Press
Release Date : 2021-09-07
Macroeconometric Models For Portfolio Management written by Jeremy Kwok and has been published by Vernon Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-09-07 with Business & Economics categories.
‘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.
Introduction To Dynamic Macroeconomic General Equilibrium Models
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Author : Jose Luis Torres Chacon
language : en
Publisher: Vernon Press
Release Date : 2015-03-01
Introduction To Dynamic Macroeconomic General Equilibrium Models written by Jose Luis Torres Chacon and has been published by Vernon Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-03-01 with categories.
This book offers an introductory step-by-step course to Dynamic Stochastic General Equilibrium modelling. Modern macroeconomic analysis is increasingly concerned with the construction, calibration and/or estimation and simulation of Dynamic General Equilibrium (DGE) models. The book is intended for graduate students as an introductory course to DGE modelling and for those economists who would like a hands-on approach to learning the basics of modern dynamic macroeconomic modelling. The book starts with the simplest canonical neoclassical DGE model and then gradually extends the basic framework incorporating a variety of additional features, such as consumption habit formation, investment adjustment cost, investment-specific technological change, taxes, public capital, household production, non-ricardian agents, monopolistic competition, etc. The book includes Dynare codes for the models developed that can be downloaded from the book's homepage.
The Econometrics Of Macroeconomic Modelling
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Author : Gunnar Bårdsen
language : en
Publisher: OUP Oxford
Release Date : 2005-04-14
The Econometrics Of Macroeconomic Modelling written by Gunnar Bårdsen and has been published by OUP Oxford this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-04-14 with Business & Economics categories.
Macroeconometric models, in many ways the flagships of the economist's profession in the 1960s, came under increasing attack from both theoretical economist and practitioners in the late 1970s. Critics referred to their lack of microeconomic theoretical foundations, ad hoc models of expectations, lack of identification, neglect of dynamics and non-stationarity, and poor forecasting properties. By the start of the 1990s, the status of macroeconometric models had declined markedly, and had fallen completely out of, and with, academic economics. Nevertheless, unlike the dinosaurs to which they often have been likened, macroeconometric models have never completely disappeared from the scene. This book describes how and why the discipline of macroeconometric modelling continues to play a role for economic policymaking by adapting to changing demands, in response, for instance, to new policy regimes like inflation targeting. Model builders have adopted new insights from economic theory and taken advantage of the methodological and conceptual advances within time series econometrics over the last twenty years. The modelling of wages and prices takes a central part in the book as the authors interpret and evaluate the last forty years of international research experience in the light of the Norwegian 'main course' model of inflation in a small open economy. The preferred model is a dynamic model of incomplete competition, which is evaluated against alternatives as diverse as the Phillips curve, Nickell-Layard wage curves, the New Keynesian Phillips curve, and monetary inflation models on data from the Euro area, the UK, and Norway. The wage price core model is built into a small econometric model for Norway to analyse the transmission mechanism and to evaluate monetary policy rules. The final chapter explores the main sources of forecast failure likely to occur in a practical modelling situation, using the large-scale nodel RIMINI and the inflation models of earlier chapters as case studies.