Modeling Aggregate Behavior and Fluctuations in Economics: Stochastic Views of Interacting Agents

Author:   Masanao Aoki (University of California, Los Angeles)
Publisher:   Cambridge University Press
ISBN:  

9781280159121


Pages:   263
Publication Date:   01 January 2001
Format:   Undefined
Availability:   In stock   Availability explained
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Modeling Aggregate Behavior and Fluctuations in Economics: Stochastic Views of Interacting Agents


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Overview

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: optimizations 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 analyzes 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.

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Author:   Masanao Aoki (University of California, Los Angeles)
Publisher:   Cambridge University Press
Imprint:   Cambridge University Press
ISBN:  

9781280159121


ISBN 10:   128015912
Pages:   263
Publication Date:   01 January 2001
Audience:   General/trade ,  General
Format:   Undefined
Publisher's Status:   Active
Availability:   In stock   Availability explained
We have confirmation that this item is in stock with the supplier. It will be ordered in for you and dispatched immediately.

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