Bayesian Estimation of DSGE Models

Bayesian Estimation of DSGE Models
Author: Edward P. Herbst
Publisher: Princeton University Press
Total Pages: 295
Release: 2015-12-29
Genre: Business & Economics
ISBN: 0691161089

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Dynamic stochastic general equilibrium (DSGE) models have become one of the workhorses of modern macroeconomics and are extensively used for academic research as well as forecasting and policy analysis at central banks. This book introduces readers to state-of-the-art computational techniques used in the Bayesian analysis of DSGE models. The book covers Markov chain Monte Carlo techniques for linearized DSGE models, novel sequential Monte Carlo methods that can be used for parameter inference, and the estimation of nonlinear DSGE models based on particle filter approximations of the likelihood function. The theoretical foundations of the algorithms are discussed in depth, and detailed empirical applications and numerical illustrations are provided. The book also gives invaluable advice on how to tailor these algorithms to specific applications and assess the accuracy and reliability of the computations. Bayesian Estimation of DSGE Models is essential reading for graduate students, academic researchers, and practitioners at policy institutions.

Introduction to Dynamic Macroeconomic General Equilibrium Models

Introduction to Dynamic Macroeconomic General Equilibrium Models
Author: Jose Luis Torres Chacon
Publisher: Vernon Press
Total Pages: 270
Release: 2015-03-01
Genre:
ISBN: 9781622730254

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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.

Dynamic General Equilibrium Modeling

Dynamic General Equilibrium Modeling
Author: Burkhard Heer
Publisher: Springer Science & Business Media
Total Pages: 719
Release: 2011-10-20
Genre: Business & Economics
ISBN: 3540856846

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Modern business cycle theory and growth theory uses stochastic dynamic general equilibrium models. In order to solve these models, economists need to use many mathematical tools. This book presents various methods in order to compute the dynamics of general equilibrium models. In part I, the representative-agent stochastic growth model is solved with the help of value function iteration, linear and linear quadratic approximation methods, parameterised expectations and projection methods. In order to apply these methods, fundamentals from numerical analysis are reviewed in detail. In particular, the book discusses issues that are often neglected in existing work on computational methods, e.g. how to find a good initial value. In part II, the authors discuss methods in order to solve heterogeneous-agent economies. In such economies, the distribution of the individual state variables is endogenous. This part of the book also serves as an introduction to the modern theory of distribution economics. Applications include the dynamics of the income distribution over the business cycle or the overlapping-generations model. In an accompanying home page to this book, computer codes to all applications can be downloaded.

DSGE Models in Macroeconomics

DSGE Models in Macroeconomics
Author: Nathan Balke
Publisher: Emerald Group Publishing
Total Pages: 480
Release: 2012-11-29
Genre: Business & Economics
ISBN: 1781903069

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This volume of Advances in Econometrics contains articles that examine key topics in the modeling and estimation of dynamic stochastic general equilibrium (DSGE) models. Because DSGE models combine micro- and macroeconomic theory with formal econometric modeling and inference, over the past decade they have become an established framework for analy

Handbook of Computable General Equilibrium Modeling

Handbook of Computable General Equilibrium Modeling
Author: Peter B. Dixon
Publisher: Newnes
Total Pages: 1143
Release: 2013-11-14
Genre: Business & Economics
ISBN: 0444536353

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In this collection of 17 articles, top scholars synthesize and analyze scholarship on this widely used tool of policy analysis, setting forth its accomplishments, difficulties, and means of implementation. Though CGE modeling does not play a prominent role in top US graduate schools, it is employed universally in the development of economic policy. This collection is particularly important because it presents a history of modeling applications and examines competing points of view. Presents coherent summaries of CGE theories that inform major model types Covers the construction of CGE databases, model solving, and computer-assisted interpretation of results Shows how CGE modeling has made a contribution to economic policy

Dynamic Macroeconomic Models in Emerging Market Economies

Dynamic Macroeconomic Models in Emerging Market Economies
Author: Daniel Lukui Jia
Publisher: Springer Nature
Total Pages: 286
Release: 2020-08-26
Genre: Business & Economics
ISBN: 981154588X

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This book summarizes the evolution of modern macroeconomics (New Consensus Macroeconomics, NCM) and proposes a new approach to theoretical and empirical analysis, which is based on a recently developed dynamic stochastic general equilibrium (DSGE) model. Dynamic macroeconomic analysis in emerging market economies is challenging, and of growing importance in the global economy, where emerging markets are becoming more and more influential. Clearly, a deeper understanding of the inner workings of emerging economies, particularly with respect to their socioeconomic structure and the urbanization process, is needed. The book’s extends the NCM/DSGE model to better account for significant economic and social features in emerging market economies. In particular, household heterogeneities and social stratification are explicitly incorporated into the framework proposed here, substantially enhancing the comprehensiveness of the model economy, and allowing it to better account for underlying social structure in emerging economies. Furthermore, financial and housing markets have not been considered sufficiently in either the advanced or emerging economy literature, an oversight this book remedies. As such, it makes an original and valuable contribution to the field, and a direction for future research.

Post Walrasian Macroeconomics

Post Walrasian Macroeconomics
Author: David Colander
Publisher: Cambridge University Press
Total Pages: 33
Release: 2006-07-17
Genre: Business & Economics
ISBN: 1139459058

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Macroeconomics is evolving in an almost dialectic fashion. The latest evolution is the development of a new synthesis that combines insights of new classical, new Keynesian and real business cycle traditions into a dynamic, stochastic general equilibrium (DSGE) model that serves as a foundation for thinking about macro policy. That new synthesis has opened up the door to a new antithesis, which is being driven by advances in computing power and analytic techniques. This new synthesis is coalescing around developments in complexity theory, automated general to specific econometric modeling, agent-based models, and non-linear and statistical dynamical models. This book thus provides the reader with an introduction to what might be called a Post Walrasian research program that is developing as the antithesis of the Walrasian DSGE synthesis.

Teaching Macroeconomics with Microsoft Excel®

Teaching Macroeconomics with Microsoft Excel®
Author: Humberto Barreto
Publisher: Cambridge University Press
Total Pages: 199
Release: 2016-05-23
Genre: Business & Economics
ISBN: 1107584981

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Humberto Barreto shows professors how to teach macroeconomic models and incorporate data using Microsoft Excel® with free files and videos.

Understanding DSGE

Understanding DSGE
Author: Celso José Costa
Publisher:
Total Pages:
Release: 2016
Genre:
ISBN:

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