Modeling Aggregate Behavior and Fluctuations in Economics
Modeling Aggregate Behavior and Fluctuations in Economics

Author: Masanao Aoki

Publisher: Cambridge University Press

Published: 2001-12-20

Total Pages: 283

ISBN-13: 1139431870

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This book has two components: stochastic dynamics and stochastic random combinatorial analysis. The first discusses evolving patterns of interactions of a large but finite number of agents of several types. Changes of agent types or their choices or decisions over time are formulated as jump Markov processes with suitably specified transition rates: optimisations by agents make these rates generally endogenous. Probabilistic equilibrium selection rules are also discussed, together with the distributions of relative sizes of the bases of attraction. As the number of agents approaches infinity, we recover deterministic macroeconomic relations of more conventional economic models. The second component analyses how agents form clusters of various sizes. This has applications for discussing sizes or shares of markets by various agents which involve some combinatorial analysis patterned after the population genetics literature. These are shown to be relevant to distributions of returns to assets, volatility of returns, and power laws.

Technology Shocks and Aggregate Fluctuations
Technology Shocks and Aggregate Fluctuations

Author: Mr.Pau Rabanal

Publisher: International Monetary Fund

Published: 2004-12-01

Total Pages: 68

ISBN-13: 1451875657

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Our answer: Not so well. We reached that conclusion after reviewing recent research on the role of technology as a source of economic fluctuations. The bulk of the evidence suggests a limited role for aggregate technology shocks, pointing instead to demand factors as the main force behind the strong positive comovement between output and labor input measures.

Frontiers of Business Cycle Research
Frontiers of Business Cycle Research

Author: Thomas F. Cooley

Publisher: Princeton University Press

Published: 1995-02-26

Total Pages: 452

ISBN-13: 9780691043234

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This introduction to modern business cycle theory uses a neoclassical growth framework to study the economic fluctuations associated with the business cycle. Presenting advances in dynamic economic theory and computational methods, it applies concepts to t

Network Theory and Agent-Based Modeling in Economics and Finance
Network Theory and Agent-Based Modeling in Economics and Finance

Author: Anindya S. Chakrabarti

Publisher: Springer Nature

Published: 2019-10-23

Total Pages: 454

ISBN-13: 9811383197

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This book presents the latest findings on network theory and agent-based modeling of economic and financial phenomena. In this context, the economy is depicted as a complex system consisting of heterogeneous agents that interact through evolving networks; the aggregate behavior of the economy arises out of billions of small-scale interactions that take place via countless economic agents. The book focuses on analytical modeling, and on the econometric and statistical analysis of the properties emerging from microscopic interactions. In particular, it highlights the latest empirical and theoretical advances, helping readers understand economic and financial networks, as well as new work on modeling behavior using rich, agent-based frameworks. Innovatively, the book combines observational and theoretical insights in the form of networks and agent-based models, both of which have proved to be extremely valuable in understanding non-linear and evolving complex systems. Given its scope, the book will capture the interest of graduate students and researchers from various disciplines (e.g. economics, computer science, physics, and applied mathematics) whose work involves the domain of complexity theory.

Hysteresis and Business Cycles
Hysteresis and Business Cycles

Author: Ms.Valerie Cerra

Publisher: International Monetary Fund

Published: 2020-05-29

Total Pages: 50

ISBN-13: 1513536990

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Traditionally, economic growth and business cycles have been treated independently. However, the dependence of GDP levels on its history of shocks, what economists refer to as “hysteresis,” argues for unifying the analysis of growth and cycles. In this paper, we review the recent empirical and theoretical literature that motivate this paradigm shift. The renewed interest in hysteresis has been sparked by the persistence of the Global Financial Crisis and fears of a slow recovery from the Covid-19 crisis. The findings of the recent literature have far-reaching conceptual and policy implications. In recessions, monetary and fiscal policies need to be more active to avoid the permanent scars of a downturn. And in good times, running a high-pressure economy could have permanent positive effects.

Handbook of Computational Economics
Handbook of Computational Economics

Author: Leigh Tesfatsion

Publisher: Elsevier

Published: 2006-05-15

Total Pages: 905

ISBN-13: 0080459870

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The explosive growth in computational power over the past several decades offers new tools and opportunities for economists. This handbook volume surveys recent research on Agent-based Computational Economics (ACE), the computational study of economic processes modeled as dynamic systems of interacting agents. Empirical referents for "agents" in ACE models can range from individuals or social groups with learning capabilities to physical world features with no cognitive function. Topics covered include: learning; empirical validation; network economics; social dynamics; financial markets; innovation and technological change; organizations; market design; automated markets and trading agents; political economy; social-ecological systems; computational laboratory development; and general methodological issues.*Every volume contains contributions from leading researchers*Each Handbook presents an accurate, self-contained survey of a particular topic *The series provides comprehensive and accessible surveys

Complexity Hints for Economic Policy
Complexity Hints for Economic Policy

Author: Massimo Salzano

Publisher: Springer Science & Business Media

Published: 2007-05-15

Total Pages: 321

ISBN-13: 8847005345

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This book considers the benefits of complexity, suggesting that economists should become a bit less certain in their policy conclusions. A broader range of models would include agent-based models, which use computational power to deal with specification of models that are far beyond analytic solution; and non-linear dynamic stochastic models, many of which are beyond analytic solution, but whose nature can be discovered by a combination of analytics and computer simulations.

Reconstructing Macroeconomics
Reconstructing Macroeconomics

Author: Masanao Aoki

Publisher: Cambridge University Press

Published: 2011-08-29

Total Pages: 353

ISBN-13: 1107634202

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In this book, the authors reconceptualize existing macroeconomics by treating equilibria as statistical distributions, not as fixed points.

Practical Fruits of Econophysics
Practical Fruits of Econophysics

Author: Hideki Takayasu

Publisher: Springer Science & Business Media

Published: 2006-01-05

Total Pages: 410

ISBN-13: 9784431289142

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The proceedings of the Third Nikkei Econophysics Symposium, "Business Models in the 21st Century - Risk Management and Expectations for Econophysics," held in Tokyo in November 2004, are gathered herein. Cutting-edge research on the practical application of econophysics is included, covering such topics as the predictability of markets, the analysis of rare events, the mechanism of crashes and bubbles, markets’ correlation and risk management, investment strategy, stochastic market simulations, agent-based market simulations, wealth distribution, and network structures in economics, most of which are beyond the scope of standard financial technology. New market models and financial-data analysis methods are introduced, and dynamic aspects of markets and economy are highlighted. Professionals, researchers, and students will find an invaluable resource in this first book of its kind to summarize the latest work in the field of econophysics.

A Practical Guide to Macroeconomics
A Practical Guide to Macroeconomics

Author: Jeremy B. Rudd

Publisher: Cambridge University Press

Published: 2024-03-31

Total Pages: 323

ISBN-13: 1009465783

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The gulf between macroeconomic theory and macroeconomic practice has never been greater. This book bridges that gap.